DataFrame
NO COMPARISON TARGET
30335
ROWS
0
DUPLICATES
13.2 MB
RAM
54
FEATURES
2
CATEGORICAL
52
NUMERICAL
0
TEXT
2.2.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
hr3
VALUES:
30,335
(100%)
MISSING:
---
DISTINCT:
11,140
(37%)
ZEROES:
6
(<1%)
MAX
181
95%
142
Q3
100
AVG
91
MEDIAN
87
Q1
76
5%
63
MIN
0
RANGE
181
IQR
24.4
STD
22.6
VAR
511
KURT.
0.934
SKEW
1.04
SUM
2.8M
1
alb
VALUES:
9,305
(31%)
MISSING:
21,030
(69%)
DISTINCT:
225
(<1%)
ZEROES:
---
MAX
5.50
95%
4.00
Q3
3.40
MEDIAN
3.00
AVG
2.97
Q1
2.50
5%
1.90
MIN
1.00
RANGE
4.50
IQR
0.900
STD
0.658
VAR
0.433
KURT.
-0.323
SKEW
0.018
SUM
27,615
2
alp
VALUES:
11,277
(37%)
MISSING:
19,058
(63%)
DISTINCT:
3,286
(11%)
ZEROES:
---
MAX
8.43
95%
5.75
Q3
4.86
AVG
4.53
MEDIAN
4.43
Q1
4.11
5%
3.66
MIN
1.10
RANGE
7.33
IQR
0.749
STD
0.649
VAR
0.421
KURT.
1.83
SKEW
0.932
SUM
51,107
3
alt
VALUES:
11,540
(38%)
MISSING:
18,795
(62%)
DISTINCT:
2,847
(9%)
ZEROES:
5
(<1%)
MAX
9.70
95%
6.13
Q3
4.22
AVG
3.68
MEDIAN
3.40
Q1
2.83
5%
2.20
MIN
0.00
RANGE
9.70
IQR
1.39
STD
1.24
VAR
1.53
KURT.
2.22
SKEW
1.26
SUM
42,419
4
ast
VALUES:
11,533
(38%)
MISSING:
18,802
(62%)
DISTINCT:
3,321
(11%)
ZEROES:
---
MAX
9.74
95%
6.52
Q3
4.58
AVG
4.06
MEDIAN
3.78
Q1
3.22
5%
2.64
MIN
1.10
RANGE
8.64
IQR
1.37
STD
1.21
VAR
1.47
KURT.
2.19
SKEW
1.35
SUM
46,866
5
be
VALUES:
20,712
(68%)
MISSING:
9,623
(32%)
DISTINCT:
1,732
(6%)
ZEROES:
1,572
(5%)
MAX
24.0
95%
6.5
Q3
1.0
MEDIAN
-0.7
AVG
-0.8
Q1
-3.1
5%
-8.2
MIN
-25.0
RANGE
49.0
IQR
4.09
STD
4.49
VAR
20.1
KURT.
2.46
SKEW
0.243
SUM
-17,520
6
bicar
VALUES:
28,627
(94%)
MISSING:
1,708
(6%)
DISTINCT:
443
(1%)
ZEROES:
---
MAX
50.0
95%
31.5
Q3
26.0
AVG
23.6
MEDIAN
23.5
Q1
21.0
5%
16.5
MIN
5.5
RANGE
44.5
IQR
5.00
STD
4.65
VAR
21.6
KURT.
1.88
SKEW
0.574
SUM
675k
7
bili
VALUES:
13,217
(44%)
MISSING:
17,118
(56%)
DISTINCT:
2,031
(7%)
ZEROES:
282
(<1%)
MAX
4.39
95%
2.18
Q3
1.13
AVG
0.15
MEDIAN
-0.11
Q1
-0.71
5%
-1.61
MIN
-2.30
RANGE
6.70
IQR
1.84
STD
1.21
VAR
1.46
KURT.
-0.402
SKEW
0.513
SUM
1,927
8
bili_dir
VALUES:
2,899
(10%)
MISSING:
27,436
(90%)
DISTINCT:
393
(1%)
ZEROES:
25
(<1%)
MAX
3.68
95%
1.90
Q3
-0.11
AVG
-0.68
MEDIAN
-1.20
Q1
-1.61
5%
-1.61
MIN
-2.30
RANGE
5.98
IQR
1.50
STD
1.22
VAR
1.50
KURT.
0.735
SKEW
1.29
SUM
-1,975
9
bnd
VALUES:
3,737
(12%)
MISSING:
26,598
(88%)
DISTINCT:
338
(1%)
ZEROES:
776
(3%)
MAX
4.29
95%
3.29
Q3
2.30
AVG
1.48
MEDIAN
1.39
Q1
0.69
5%
0.00
MIN
-0.69
RANGE
4.98
IQR
1.61
STD
1.08
VAR
1.17
KURT.
-0.997
SKEW
0.164
SUM
5,518
10
bun
VALUES:
27,067
(89%)
MISSING:
3,268
(11%)
DISTINCT:
6,121
(20%)
ZEROES:
---
MAX
5.28
95%
4.31
Q3
3.53
AVG
3.08
MEDIAN
3.01
Q1
2.60
5%
2.07
MIN
0.35
RANGE
4.93
IQR
0.933
STD
0.688
VAR
0.474
KURT.
-0.143
SKEW
0.241
SUM
83,349
11
ca
VALUES:
23,528
(78%)
MISSING:
6,807
(22%)
DISTINCT:
789
(3%)
ZEROES:
---
MAX
17.9
95%
9.5
Q3
8.7
AVG
8.3
MEDIAN
8.2
Q1
7.8
5%
7.0
MIN
4.0
RANGE
13.9
IQR
0.950
STD
0.827
VAR
0.685
KURT.
5.83
SKEW
0.817
SUM
194k
12
cai
VALUES:
13,910
(46%)
MISSING:
16,425
(54%)
DISTINCT:
1,657
(5%)
ZEROES:
---
MAX
1.98
95%
1.25
Q3
1.17
MEDIAN
1.12
AVG
1.12
Q1
1.08
5%
0.99
MIN
0.60
RANGE
1.38
IQR
0.095
STD
0.089
VAR
0.008
KURT.
6.06
SKEW
0.527
SUM
15,618
13
ck
VALUES:
11,532
(38%)
MISSING:
18,803
(62%)
DISTINCT:
7,582
(25%)
ZEROES:
---
MAX
12.3
95%
7.9
Q3
6.0
AVG
5.1
MEDIAN
4.9
Q1
4.1
5%
3.1
MIN
1.4
RANGE
10.9
IQR
1.95
STD
1.49
VAR
2.22
KURT.
0.710
SKEW
0.769
SUM
59,268
14
ckmb
VALUES:
8,709
(29%)
MISSING:
21,626
(71%)
DISTINCT:
2,280
(8%)
ZEROES:
195
(<1%)
MAX
7.19
95%
4.77
Q3
2.71
AVG
2.12
MEDIAN
1.79
Q1
1.24
5%
0.69
MIN
-0.11
RANGE
7.30
IQR
1.47
STD
1.24
VAR
1.55
KURT.
0.767
SKEW
1.01
SUM
18,432
15
cl
VALUES:
28,629
(94%)
MISSING:
1,706
(6%)
DISTINCT:
570
(2%)
ZEROES:
---
MAX
130.0
95%
114.5
Q3
109.0
MEDIAN
106.0
AVG
105.4
Q1
102.0
5%
95.3
MIN
80.0
RANGE
50.0
IQR
7.00
STD
5.92
VAR
35.0
KURT.
0.897
SKEW
-0.214
SUM
3.0M
16
crea
VALUES:
27,066
(89%)
MISSING:
3,269
(11%)
DISTINCT:
3,981
(13%)
ZEROES:
853
(3%)
MAX
2.71
95%
1.49
Q3
0.43
AVG
0.12
MEDIAN
-0.01
Q1
-0.36
5%
-0.69
MIN
-2.30
RANGE
5.01
IQR
0.790
STD
0.669
VAR
0.448
KURT.
1.03
SKEW
0.910
SUM
3,132
17
crp
VALUES:
307
(1%)
MISSING:
30,028
(99%)
DISTINCT:
287
(<1%)
ZEROES:
---
MAX
5.95
95%
5.59
Q3
5.13
MEDIAN
4.29
AVG
3.99
Q1
3.36
5%
1.03
MIN
-1.61
RANGE
7.56
IQR
1.77
STD
1.46
VAR
2.14
KURT.
1.67
SKEW
-1.30
SUM
1,225
18
dbp
VALUES:
27,104
(89%)
MISSING:
3,231
(11%)
DISTINCT:
9,852
(32%)
ZEROES:
---
MAX
128
95%
79
Q3
66
AVG
60
MEDIAN
59
Q1
52
5%
44
MIN
11
RANGE
117
IQR
13.5
STD
10.8
VAR
116
KURT.
0.972
SKEW
0.627
SUM
1.6M
19
fgn
VALUES:
6,080
(20%)
MISSING:
24,255
(80%)
DISTINCT:
2,637
(9%)
ZEROES:
---
MAX
7.29
95%
6.50
Q3
5.91
AVG
5.55
MEDIAN
5.48
Q1
5.16
5%
4.78
MIN
3.58
RANGE
3.71
IQR
0.749
STD
0.532
VAR
0.283
KURT.
-0.263
SKEW
0.299
SUM
33,748
20
fio2
VALUES:
15,285
(50%)
MISSING:
15,050
(50%)
DISTINCT:
4,676
(15%)
ZEROES:
---
MAX
4.61
95%
4.61
Q3
4.20
AVG
3.96
MEDIAN
3.94
Q1
3.76
5%
3.12
MIN
3.04
RANGE
1.56
IQR
0.440
STD
0.393
VAR
0.155
KURT.
0.007
SKEW
-0.348
SUM
60,547
21
glu
VALUES:
27,068
(89%)
MISSING:
3,267
(11%)
DISTINCT:
18,328
(60%)
ZEROES:
---
MAX
6.76
95%
5.40
Q3
5.04
AVG
4.88
MEDIAN
4.86
Q1
4.70
5%
4.44
MIN
1.98
RANGE
4.78
IQR
0.344
STD
0.298
VAR
0.089
KURT.
2.15
SKEW
0.217
SUM
132k
22
hgb
VALUES:
28,901
(95%)
MISSING:
1,434
(5%)
DISTINCT:
8,960
(30%)
ZEROES:
---
MAX
2.89
95%
2.75
Q3
2.50
AVG
2.38
MEDIAN
2.36
Q1
2.24
5%
2.09
MIN
1.59
RANGE
1.30
IQR
0.256
STD
0.195
VAR
0.038
KURT.
-0.027
SKEW
0.326
SUM
68,685
23
hr1
VALUES:
30,335
(100%)
MISSING:
---
DISTINCT:
13,466
(44%)
ZEROES:
---
MAX
183
95%
142
Q3
103
AVG
93
MEDIAN
88
Q1
77
5%
63
MIN
33
RANGE
150
IQR
26.2
STD
22.7
VAR
517
KURT.
0.517
SKEW
0.902
SUM
2.8M
24
inr_pt
VALUES:
23,278
(77%)
MISSING:
7,057
(23%)
DISTINCT:
3,152
(10%)
ZEROES:
1,249
(4%)
MAX
3.27
95%
1.03
Q3
0.45
AVG
0.35
MEDIAN
0.26
Q1
0.15
5%
0.00
MIN
-0.69
RANGE
3.96
IQR
0.297
STD
0.322
VAR
0.104
KURT.
5.96
SKEW
2.05
SUM
8,154
25
k
VALUES:
28,337
(93%)
MISSING:
1,998
(7%)
DISTINCT:
766
(3%)
ZEROES:
---
MAX
9.90
95%
5.40
Q3
4.55
AVG
4.23
MEDIAN
4.13
Q1
3.80
5%
3.37
MIN
2.30
RANGE
7.60
IQR
0.750
STD
0.643
VAR
0.413
KURT.
3.82
SKEW
1.21
SUM
120k
26
lact
VALUES:
15,232
(50%)
MISSING:
15,103
(50%)
DISTINCT:
6,241
(21%)
ZEROES:
388
(1%)
MAX
3.04
95%
1.59
Q3
0.96
AVG
0.62
MEDIAN
0.59
Q1
0.26
5%
-0.22
MIN
-1.20
RANGE
4.25
IQR
0.700
STD
0.544
VAR
0.296
KURT.
0.364
SKEW
0.473
SUM
9,491
27
lymph
VALUES:
11,684
(39%)
MISSING:
18,651
(61%)
DISTINCT:
1,843
(6%)
ZEROES:
182
(<1%)
MAX
4.61
95%
4.22
Q3
3.26
AVG
2.51
MEDIAN
2.42
Q1
1.79
5%
0.70
MIN
-0.69
RANGE
5.30
IQR
1.47
STD
1.04
VAR
1.09
KURT.
-0.581
SKEW
-0.009
SUM
29,298
28
map
VALUES:
27,122
(89%)
MISSING:
3,213
(11%)
DISTINCT:
16,108
(53%)
ZEROES:
---
MAX
150
95%
98
Q3
84
AVG
78
MEDIAN
76
Q1
70
5%
62
MIN
43
RANGE
107
IQR
14.1
STD
11.1
VAR
123
KURT.
0.871
SKEW
0.738
SUM
2.1M
29
mch
VALUES:
29,433
(97%)
MISSING:
902
(3%)
DISTINCT:
1,713
(6%)
ZEROES:
1
(<1%)
MAX
48.9
95%
37.0
Q3
32.2
AVG
30.9
MEDIAN
30.6
Q1
29.2
5%
26.2
MIN
0.0
RANGE
48.9
IQR
3.00
STD
3.14
VAR
9.86
KURT.
1.92
SKEW
0.445
SUM
909k
30
mchc
VALUES:
29,438
(97%)
MISSING:
897
(3%)
DISTINCT:
1,198
(4%)
ZEROES:
---
MAX
39.5
95%
36.0
Q3
34.8
MEDIAN
33.8
AVG
33.7
Q1
32.8
5%
31.1
MIN
25.4
RANGE
14.1
IQR
2.00
STD
1.52
VAR
2.33
KURT.
0.450
SKEW
-0.393
SUM
993k
31
mcv
VALUES:
29,432
(97%)
MISSING:
903
(3%)
DISTINCT:
623
(2%)
ZEROES:
---
MAX
146.0
95%
111.0
Q3
95.0
AVG
91.7
MEDIAN
90.0
Q1
86.0
5%
80.0
MIN
56.7
RANGE
89.3
IQR
9.00
STD
9.06
VAR
82.0
KURT.
2.05
SKEW
1.07
SUM
2.7M
32
methb
VALUES:
160
(<1%)
MISSING:
30,175
(>99%)
DISTINCT:
25
(<1%)
ZEROES:
55
(<1%)
MAX
2.11
95%
0.70
Q3
0.00
MEDIAN
-0.43
AVG
-0.54
Q1
-1.20
5%
-2.30
MIN
-2.30
RANGE
4.41
IQR
1.20
STD
0.862
VAR
0.744
KURT.
0.455
SKEW
-0.017
SUM
-86.4
33
mg
VALUES:
25,935
(85%)
MISSING:
4,400
(15%)
DISTINCT:
435
(1%)
ZEROES:
---
MAX
4.80
95%
2.62
Q3
2.20
AVG
2.01
MEDIAN
2.00
Q1
1.80
5%
1.50
MIN
0.80
RANGE
4.00
IQR
0.400
STD
0.351
VAR
0.123
KURT.
4.34
SKEW
1.21
SUM
52,187
34
na
VALUES:
28,564
(94%)
MISSING:
1,771
(6%)
DISTINCT:
584
(2%)
ZEROES:
---
MAX
165.0
95%
146.0
Q3
141.3
MEDIAN
139.0
AVG
138.8
Q1
136.0
5%
131.5
MIN
111.0
RANGE
54.0
IQR
5.33
STD
4.59
VAR
21.1
KURT.
2.96
SKEW
-0.137
SUM
4.0M
35
neut
VALUES:
11,812
(39%)
MISSING:
18,523
(61%)
DISTINCT:
2,206
(7%)
ZEROES:
4
(<1%)
MAX
4.60
95%
4.54
Q3
4.47
MEDIAN
4.37
AVG
4.14
Q1
4.06
5%
2.94
MIN
0.00
RANGE
4.60
IQR
0.407
STD
0.539
VAR
0.291
KURT.
5.83
SKEW
-2.19
SUM
48,894
36
o2sat
VALUES:
27,118
(89%)
MISSING:
3,217
(11%)
DISTINCT:
25,660
(85%)
ZEROES:
---
MAX
4.605
95%
4.602
Q3
4.591
MEDIAN
4.579
AVG
4.575
Q1
4.564
5%
4.539
MIN
4.031
RANGE
0.574
IQR
0.027
STD
0.022
VAR
4.97e-4
KURT.
42.8
SKEW
-3.27
SUM
124k
37
pco2
VALUES:
20,713
(68%)
MISSING:
9,622
(32%)
DISTINCT:
13,486
(44%)
ZEROES:
---
MAX
4.86
95%
4.07
Q3
3.81
AVG
3.70
MEDIAN
3.69
Q1
3.58
5%
3.38
MIN
2.30
RANGE
2.55
IQR
0.223
STD
0.213
VAR
0.045
KURT.
2.21
SKEW
0.336
SUM
76,698
38
ph
VALUES:
21,327
(70%)
MISSING:
9,008
(30%)
DISTINCT:
13,673
(45%)
ZEROES:
---
MAX
2.032
95%
2.012
Q3
2.004
MEDIAN
1.998
AVG
1.998
Q1
1.992
5%
1.982
MIN
1.936
RANGE
0.096
IQR
0.011
STD
0.009
VAR
8.36e-5
KURT.
1.13
SKEW
-0.453
SUM
42,602
39
phos
VALUES:
23,640
(78%)
MISSING:
6,695
(22%)
DISTINCT:
6,044
(20%)
ZEROES:
8
(<1%)
MAX
3.25
95%
1.80
Q3
1.44
MEDIAN
1.25
AVG
1.24
Q1
1.03
5%
0.69
MIN
-0.93
RANGE
4.18
IQR
0.414
STD
0.340
VAR
0.116
KURT.
1.18
SKEW
-0.114
SUM
29,327
40
plt
VALUES:
29,576
(97%)
MISSING:
759
(3%)
DISTINCT:
16,613
(55%)
ZEROES:
---
MAX
7.08
95%
6.06
Q3
5.62
MEDIAN
5.32
AVG
5.27
Q1
4.98
5%
4.30
MIN
1.96
RANGE
5.12
IQR
0.644
STD
0.552
VAR
0.305
KURT.
2.17
SKEW
-0.836
SUM
156k
41
po2
VALUES:
20,259
(67%)
MISSING:
10,076
(33%)
DISTINCT:
16,013
(53%)
ZEROES:
---
MAX
6.38
95%
5.54
Q3
5.14
MEDIAN
4.83
AVG
4.82
Q1
4.50
5%
3.99
MIN
3.69
RANGE
2.69
IQR
0.639
STD
0.466
VAR
0.217
KURT.
-0.184
SKEW
-0.076
SUM
97,566
42
ptt
VALUES:
23,193
(76%)
MISSING:
7,142
(24%)
DISTINCT:
13,204
(44%)
ZEROES:
---
MAX
5.01
95%
4.30
Q3
3.72
AVG
3.57
MEDIAN
3.48
Q1
3.32
5%
3.15
MIN
2.77
RANGE
2.24
IQR
0.402
STD
0.353
VAR
0.125
KURT.
1.89
SKEW
1.29
SUM
82,714
43
resp
VALUES:
27,110
(89%)
MISSING:
3,225
(11%)
DISTINCT:
5,104
(17%)
ZEROES:
---
MAX
43.0
95%
27.1
Q3
21.5
AVG
19.1
MEDIAN
18.4
Q1
16.1
5%
13.1
MIN
3.5
RANGE
39.5
IQR
5.44
STD
4.29
VAR
18.4
KURT.
1.12
SKEW
0.827
SUM
517k
44
sbp
VALUES:
27,104
(89%)
MISSING:
3,231
(11%)
DISTINCT:
12,300
(41%)
ZEROES:
---
MAX
199
95%
149
Q3
128
AVG
118
MEDIAN
115
Q1
106
5%
95
MIN
22
RANGE
177
IQR
22.6
STD
16.8
VAR
283
KURT.
0.459
SKEW
0.686
SUM
3.2M
45
temp
VALUES:
26,583
(88%)
MISSING:
3,752
(12%)
DISTINCT:
17,162
(57%)
ZEROES:
---
MAX
40.12
95%
37.99
Q3
37.31
AVG
36.90
MEDIAN
36.87
Q1
36.47
5%
35.91
MIN
32.20
RANGE
7.92
IQR
0.843
STD
0.654
VAR
0.428
KURT.
1.46
SKEW
-0.071
SUM
981k
46
tnt
VALUES:
6,673
(22%)
MISSING:
23,662
(78%)
DISTINCT:
2,575
(8%)
ZEROES:
2
(<1%)
MAX
3.22
95%
1.30
Q3
-0.90
AVG
-1.95
MEDIAN
-2.21
Q1
-3.22
5%
-4.26
MIN
-4.61
RANGE
7.82
IQR
2.32
STD
1.69
VAR
2.86
KURT.
-0.185
SKEW
0.618
SUM
-12,983
47
urine
VALUES:
25,961
(86%)
MISSING:
4,374
(14%)
DISTINCT:
25,202
(83%)
ZEROES:
1
(<1%)
MAX
7.54
95%
5.70
Q3
4.87
MEDIAN
4.35
AVG
4.31
Q1
3.82
5%
2.72
MIN
0.00
RANGE
7.54
IQR
1.05
STD
0.879
VAR
0.772
KURT.
0.479
SKEW
-0.309
SUM
112k
48
wbc
VALUES:
29,545
(97%)
MISSING:
790
(3%)
DISTINCT:
13,468
(44%)
ZEROES:
6
(<1%)
MAX
6.09
95%
3.16
Q3
2.71
MEDIAN
2.41
AVG
2.37
Q1
2.09
5%
1.50
MIN
-2.30
RANGE
8.40
IQR
0.615
STD
0.577
VAR
0.333
KURT.
10.5
SKEW
-1.62
SUM
70,149
49
age
VALUES:
30,335
(100%)
MISSING:
---
DISTINCT:
25,249
(83%)
ZEROES:
73
(<1%)
MAX
90.0
95%
88.4
Q3
77.2
MEDIAN
64.2
AVG
58.2
Q1
48.1
5%
0.0
MIN
0.0
RANGE
90.0
IQR
29.0
STD
25.5
VAR
649
KURT.
0.341
SKEW
-1.08
SUM
1.8M
50
sex
VALUES:
30,335
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
51
height
VALUES:
18,215
(60%)
MISSING:
12,120
(40%)
DISTINCT:
1,032
(3%)
ZEROES:
---
MAX
213
95%
183
Q3
175
MEDIAN
168
AVG
151
Q1
155
5%
60
MIN
13
RANGE
201
IQR
20.3
STD
41.3
VAR
1,702
KURT.
0.897
SKEW
-1.58
SUM
2.8M
52
weight
VALUES:
23,585
(78%)
MISSING:
6,750
(22%)
DISTINCT:
2,070
(7%)
ZEROES:
---
MAX
472
95%
122
Q3
92
AVG
81
MEDIAN
78
Q1
65
5%
50
MIN
1
RANGE
471
IQR
26.6
STD
23.6
VAR
556
KURT.
8.42
SKEW
1.65
SUM
1.9M
53
inf_replaced
VALUES:
30,335
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
hr3
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

hr1
0.84
height
-0.80
age
-0.66
neut
-0.64
bili_dir
-0.62
lymph
0.61
mcv
0.51
mch
0.47
urine
-0.44
fio2
-0.42
bili
0.40
hgb
0.37
bnd
-0.36
po2
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.24
sex
0.02
MOST FREQUENT VALUES

80.0
89
0.3%
70.0
70
0.2%
78.0
70
0.2%
79.0
67
0.2%
88.0
64
0.2%
84.0
64
0.2%
92.0
63
0.2%
91.0
62
0.2%
81.0
61
0.2%
86.0
59
0.2%
94.0
56
0.2%
75.0
56
0.2%
87.0
56
0.2%
72.0
55
0.2%
71.0
55
0.2%
SMALLEST VALUES

0.0
6
<0.1%
14.125
1
<0.1%
15.0
1
<0.1%
21.0
1
<0.1%
36.0
1
<0.1%
36.5
1
<0.1%
37.0
1
<0.1%
37.26086956521739
1
<0.1%
37.333333333333336
1
<0.1%
38.479166666666664
1
<0.1%
39.083333333333336
1
<0.1%
40.0
1
<0.1%
40.958333333333336
1
<0.1%
41.0
1
<0.1%
41.68421052631579
1
<0.1%
LARGEST VALUES

180.52173913043478
1
<0.1%
177.5
1
<0.1%
176.33333333333334
1
<0.1%
175.625
1
<0.1%
175.5
1
<0.1%
172.625
1
<0.1%
172.52083333333334
1
<0.1%
172.47826086956522
1
<0.1%
171.15
1
<0.1%
171.0
1
<0.1%
170.625
1
<0.1%
170.58333333333334
2
<0.1%
170.16666666666666
1
<0.1%
170.125
1
<0.1%
169.91666666666666
1
<0.1%
Associations
[Only including dataset "DataFrame"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
hr3
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

hr1
0.84
height
-0.80
age
-0.66
neut
-0.64
bili_dir
-0.62
lymph
0.61
mcv
0.51
mch
0.47
urine
-0.44
fio2
-0.42
bili
0.40
hgb
0.37
bnd
-0.36
po2
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.24
sex
0.02
MOST FREQUENT VALUES

80.0
89
0.3%
70.0
70
0.2%
78.0
70
0.2%
79.0
67
0.2%
88.0
64
0.2%
84.0
64
0.2%
92.0
63
0.2%
91.0
62
0.2%
81.0
61
0.2%
86.0
59
0.2%
94.0
56
0.2%
75.0
56
0.2%
87.0
56
0.2%
72.0
55
0.2%
71.0
55
0.2%
SMALLEST VALUES

0.0
6
<0.1%
14.125
1
<0.1%
15.0
1
<0.1%
21.0
1
<0.1%
36.0
1
<0.1%
36.5
1
<0.1%
37.0
1
<0.1%
37.26086956521739
1
<0.1%
37.333333333333336
1
<0.1%
38.479166666666664
1
<0.1%
39.083333333333336
1
<0.1%
40.0
1
<0.1%
40.958333333333336
1
<0.1%
41.0
1
<0.1%
41.68421052631579
1
<0.1%
LARGEST VALUES

180.52173913043478
1
<0.1%
177.5
1
<0.1%
176.33333333333334
1
<0.1%
175.625
1
<0.1%
175.5
1
<0.1%
172.625
1
<0.1%
172.52083333333334
1
<0.1%
172.47826086956522
1
<0.1%
171.15
1
<0.1%
171.0
1
<0.1%
170.625
1
<0.1%
170.58333333333334
2
<0.1%
170.16666666666666
1
<0.1%
170.125
1
<0.1%
169.91666666666666
1
<0.1%
alb
MISSING:
21,030
(69%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ca
0.44
crp
-0.41
hgb
0.35
sbp
0.25
map
0.24
cl
-0.23
urine
0.22
dbp
0.22
hr1
-0.21
bili_dir
-0.21
bicar
0.20
be
0.19
tnt
0.14
alp
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.03
sex
0.01
MOST FREQUENT VALUES

3.0
486
5.2%
2.9
454
4.9%
3.1
450
4.8%
2.7
448
4.8%
2.8
443
4.8%
3.3
426
4.6%
2.6
424
4.6%
3.2
418
4.5%
3.4
391
4.2%
2.5
387
4.2%
3.5
378
4.1%
3.6
342
3.7%
2.4
332
3.6%
3.7
300
3.2%
2.3
292
3.1%
SMALLEST VALUES

1.0
3
<0.1%
1.1
6
<0.1%
1.2
9
<0.1%
1.25
1
<0.1%
1.2999999999999998
1
<0.1%
1.3
12
0.1%
1.35
5
<0.1%
1.4
33
0.4%
1.45
3
<0.1%
1.4500000000000002
1
<0.1%
1.46
1
<0.1%
1.5
51
0.5%
1.55
3
<0.1%
1.5999999999999999
1
<0.1%
1.6
51
0.5%
LARGEST VALUES

5.5
1
<0.1%
5.35
1
<0.1%
5.3
1
<0.1%
5.2
3
<0.1%
5.15
1
<0.1%
5.0
1
<0.1%
4.9
2
<0.1%
4.8
4
<0.1%
4.75
2
<0.1%
4.7
7
<0.1%
4.65
1
<0.1%
4.6000000000000005
1
<0.1%
4.6
24
0.3%
4.5
30
0.3%
4.45
1
<0.1%
alp
MISSING:
19,058
(63%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

bili_dir
0.27
ck
-0.26
bili
0.25
fgn
0.23
mchc
-0.23
alt
0.19
bnd
-0.18
bun
0.17
cl
-0.16
po2
-0.15
ckmb
-0.15
hgb
-0.15
ast
0.14
alb
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.05
sex
0.02
MOST FREQUENT VALUES

4.127134385045092
114
1.0%
4.204692619390966
109
1.0%
4.31748811353631
102
0.9%
4.110873864173311
100
0.9%
4.174387269895637
98
0.9%
4.143134726391533
98
0.9%
4.23410650459726
97
0.9%
4.290459441148391
96
0.9%
4.02535169073515
95
0.8%
4.189654742026425
95
0.8%
4.1588830833596715
95
0.8%
4.0943445622221
93
0.8%
3.8918202981106265
88
0.8%
4.219507705176107
88
0.8%
3.970291913552122
88
0.8%
SMALLEST VALUES

1.0986122886681098
1
<0.1%
1.9459101490553132
1
<0.1%
2.3978952727983707
1
<0.1%
2.4849066497880004
1
<0.1%
2.5649493574615367
1
<0.1%
2.6364997792818734
1
<0.1%
2.70805020110221
2
<0.1%
2.743425091670635
1
<0.1%
2.833213344056216
2
<0.1%
2.8617925509761903
1
<0.1%
2.8903717578961645
3
<0.1%
2.9444389791664403
5
<0.1%
2.995732273553991
4
<0.1%
2.9957322735539913
1
<0.1%
3.037673015544342
1
<0.1%
LARGEST VALUES

8.432938774813241
1
<0.1%
8.311854698225831
1
<0.1%
8.251403065380556
1
<0.1%
7.936660155225426
1
<0.1%
7.777117432878815
1
<0.1%
7.755338812846501
1
<0.1%
7.750867051128789
1
<0.1%
7.659642954564682
1
<0.1%
7.589840362016886
1
<0.1%
7.56885315058749
1
<0.1%
7.532088143541722
1
<0.1%
7.445417556701687
1
<0.1%
7.420975523468279
1
<0.1%
7.37397529258502
1
<0.1%
7.365167307398116
1
<0.1%
alt
MISSING:
18,795
(62%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ast
0.88
ck
0.36
bili
0.31
lact
0.31
bili_dir
0.30
ckmb
0.28
alp
0.19
inr_pt
0.19
tnt
0.16
plt
-0.16
mchc
0.15
fgn
-0.15
hgb
0.15
age
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.05
sex
0.03
MOST FREQUENT VALUES

2.8903717578961645
264
2.3%
2.4849066497880004
255
2.2%
2.772588722239781
252
2.2%
2.6390573296152584
243
2.1%
2.833213344056216
239
2.1%
2.70805020110221
235
2.0%
2.9444389791664403
231
2.0%
2.995732273553991
230
2.0%
2.5649493574615367
230
2.0%
2.3978952727983707
214
1.9%
3.091042453358316
198
1.7%
2.302585092994046
196
1.7%
3.044522437723423
180
1.6%
3.1354942159291497
174
1.5%
2.1972245773362196
165
1.4%
SMALLEST VALUES

0.0
5
<0.1%
0.5493061443340549
1
<0.1%
0.6931471805599453
14
0.1%
0.8047189562170501
1
<0.1%
1.0397207708399179
2
<0.1%
1.0986122886681098
16
0.1%
1.1512925464970227
1
<0.1%
1.2424533248940002
2
<0.1%
1.354025100551105
2
<0.1%
1.3862943611198906
36
0.3%
1.4978661367769954
1
<0.1%
1.4978661367769956
1
<0.1%
1.5890269151739727
2
<0.1%
1.5958305809273485
1
<0.1%
1.6094379124341003
38
0.3%
LARGEST VALUES

9.704223921520832
1
<0.1%
9.579782606993668
1
<0.1%
9.357795179835811
1
<0.1%
9.248429882248415
1
<0.1%
9.216829404629047
1
<0.1%
9.182469610693913
1
<0.1%
9.16320520353717
1
<0.1%
9.151935823556508
1
<0.1%
9.125666382435316
1
<0.1%
9.111011629729886
1
<0.1%
9.089172229242338
1
<0.1%
9.067520640609287
1
<0.1%
9.040991249006192
1
<0.1%
9.032233505742138
1
<0.1%
8.99618982192202
1
<0.1%
ast
MISSING:
18,802
(62%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

alt
0.88
ck
0.52
ckmb
0.48
lact
0.40
bili
0.37
tnt
0.30
bili_dir
0.29
inr_pt
0.24
fgn
-0.23
plt
-0.21
be
-0.19
ptt
0.19
bicar
-0.18
mchc
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.05
sex
0.03
MOST FREQUENT VALUES

2.9444389791664403
211
1.8%
2.833213344056216
205
1.8%
2.995732273553991
203
1.8%
3.1780538303479458
194
1.7%
3.044522437723423
191
1.7%
2.8903717578961645
191
1.7%
3.091042453358316
187
1.6%
3.2188758248682006
182
1.6%
3.1354942159291497
173
1.5%
2.772588722239781
168
1.5%
2.70805020110221
158
1.4%
3.295836866004329
157
1.4%
3.4011973816621555
154
1.3%
3.4339872044851463
149
1.3%
2.6390573296152584
147
1.3%
SMALLEST VALUES

1.0986122886681098
1
<0.1%
1.3862943611198906
2
<0.1%
1.6094379124341003
5
<0.1%
1.7005986908310775
1
<0.1%
1.791759469228055
7
<0.1%
1.844439727056968
1
<0.1%
1.9459101490553132
12
0.1%
2.0126758453675744
1
<0.1%
2.0794415416798357
15
0.1%
2.1383330595080277
3
<0.1%
2.1910133173369406
2
<0.1%
2.1972245773362196
25
0.2%
2.2386684072391034
1
<0.1%
2.2499048351651325
1
<0.1%
2.282174095733918
1
<0.1%
LARGEST VALUES

9.741353250829839
1
<0.1%
9.661000810599337
1
<0.1%
9.583745028019875
1
<0.1%
9.468859756288282
1
<0.1%
9.454541046841218
1
<0.1%
9.4420210130481
1
<0.1%
9.42478911667061
1
<0.1%
9.381732184148792
1
<0.1%
9.370904067010448
1
<0.1%
9.342420712333391
1
<0.1%
9.340562397466623
1
<0.1%
9.312466910587169
1
<0.1%
9.287960323492758
1
<0.1%
9.282510443107457
1
<0.1%
9.26343278374233
1
<0.1%
be
MISSING:
9,623
(32%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

bicar
0.88
ph
0.62
pco2
0.51
cl
-0.44
ca
0.31
lact
-0.30
crea
-0.28
ckmb
-0.25
ck
-0.21
bnd
-0.19
alb
0.19
ast
-0.19
sbp
0.17
bun
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.11
sex
0.00
MOST FREQUENT VALUES

0.0
1,572
7.6%
-1.0
806
3.9%
1.0
654
3.2%
-2.0
643
3.1%
2.0
533
2.6%
-3.0
504
2.4%
-4.0
437
2.1%
3.0
410
2.0%
-0.5
347
1.7%
4.0
340
1.6%
0.5
315
1.5%
-5.0
304
1.5%
-1.5
282
1.4%
5.0
239
1.2%
1.5
203
1.0%
SMALLEST VALUES

-25.0
1
<0.1%
-24.0
1
<0.1%
-23.0
1
<0.1%
-21.5
1
<0.1%
-21.0
3
<0.1%
-20.5
2
<0.1%
-20.2
1
<0.1%
-20.0
4
<0.1%
-19.77777777777778
1
<0.1%
-19.5
1
<0.1%
-19.333333333333332
1
<0.1%
-19.0
2
<0.1%
-18.727272727272727
1
<0.1%
-18.333333333333332
1
<0.1%
-18.0
5
<0.1%
LARGEST VALUES

24.0
1
<0.1%
23.0
2
<0.1%
22.0
3
<0.1%
21.8
1
<0.1%
21.5
1
<0.1%
21.0
1
<0.1%
20.8
1
<0.1%
20.5
2
<0.1%
20.0
5
<0.1%
19.75
1
<0.1%
19.666666666666668
1
<0.1%
19.333333333333332
1
<0.1%
19.0
6
<0.1%
18.666666666666668
2
<0.1%
18.5
2
<0.1%
bicar
MISSING:
1,708
(6%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

be
0.88
pco2
0.67
cl
-0.44
ph
0.35
ca
0.31
lact
-0.29
crea
-0.22
alb
0.20
ck
-0.19
ckmb
-0.18
ast
-0.18
urine
0.18
hr1
-0.17
cai
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.18
sex
0.02
MOST FREQUENT VALUES

24.0
1,885
6.6%
23.0
1,846
6.4%
25.0
1,721
6.0%
22.0
1,667
5.8%
26.0
1,407
4.9%
21.0
1,312
4.6%
27.0
1,058
3.7%
20.0
1,056
3.7%
19.0
770
2.7%
23.5
749
2.6%
28.0
749
2.6%
24.5
739
2.6%
22.5
671
2.3%
21.5
608
2.1%
25.5
590
2.1%
SMALLEST VALUES

5.5
1
<0.1%
7.0
1
<0.1%
7.625
1
<0.1%
7.666666666666667
1
<0.1%
7.8
2
<0.1%
7.833333333333333
2
<0.1%
8.0
3
<0.1%
8.333333333333334
1
<0.1%
8.666666666666666
1
<0.1%
8.75
2
<0.1%
8.8
1
<0.1%
9.0
6
<0.1%
9.25
2
<0.1%
9.333333333333334
1
<0.1%
9.4
1
<0.1%
LARGEST VALUES

50.0
2
<0.1%
49.5
1
<0.1%
49.0
1
<0.1%
48.5
1
<0.1%
48.0
3
<0.1%
47.0
3
<0.1%
46.0
5
<0.1%
45.5
4
<0.1%
45.0
16
<0.1%
44.5
4
<0.1%
44.333333333333336
1
<0.1%
44.0
5
<0.1%
43.666666666666664
1
<0.1%
43.5
4
<0.1%
43.0
13
<0.1%
bili
MISSING:
17,118
(56%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

height
-0.54
mch
0.46
age
-0.46
neut
-0.43
mcv
0.42
hr1
0.41
hr3
0.40
lymph
0.40
urine
-0.39
ast
0.37
fio2
-0.33
bili_dir
0.32
alt
0.31
inr_pt
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.13
sex
0.05
MOST FREQUENT VALUES

-1.2039728043259361
1,006
7.6%
-0.916290731874155
988
7.5%
-0.6931471805599453
833
6.3%
-0.5108256237659907
722
5.5%
-1.6094379124341003
636
4.8%
-0.35667494393873245
570
4.3%
-0.2231435513142097
414
3.1%
-0.10536051565782628
352
2.7%
0.0
282
2.1%
0.09531017980432493
256
1.9%
0.1823215567939546
200
1.5%
0.26236426446749106
149
1.1%
0.3364722366212129
138
1.0%
-2.3025850929940455
136
1.0%
0.4054651081081644
122
0.9%
SMALLEST VALUES

-2.3025850929940455
136
1.0%
-2.0715360328073973
2
<0.1%
-2.0253262207700673
1
<0.1%
-1.9560115027140728
27
0.2%
-1.9363809967713423
2
<0.1%
-1.7827247075740866
1
<0.1%
-1.753278948659991
5
<0.1%
-1.7480673485460894
1
<0.1%
-1.6094379124341003
636
4.8%
-1.5536520246055479
1
<0.1%
-1.5080716354070591
2
<0.1%
-1.4742828763980456
6
<0.1%
-1.4067053583800182
83
0.6%
-1.3862943611198906
1
<0.1%
-1.3783888522474517
2
<0.1%
LARGEST VALUES

4.392937956929117
1
<0.1%
4.295583704591571
1
<0.1%
4.22372859336567
1
<0.1%
4.164994608273527
1
<0.1%
4.053522567701846
1
<0.1%
4.018183201256536
1
<0.1%
4.005513348515485
1
<0.1%
3.977810745966149
1
<0.1%
3.9764411995882973
1
<0.1%
3.9435216724875173
1
<0.1%
3.9396381724611196
1
<0.1%
3.9375026247267098
1
<0.1%
3.934332759108191
1
<0.1%
3.9219713756853714
1
<0.1%
3.9189941814894986
1
<0.1%
bili_dir
MISSING:
27,436
(90%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

height
0.73
crp
0.66
lymph
-0.63
age
0.62
hr3
-0.62
hr1
-0.59
hgb
-0.54
mcv
-0.52
plt
-0.52
fio2
0.48
urine
0.48
po2
0.47
mch
-0.47
neut
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.16
sex
0.02
MOST FREQUENT VALUES

-1.6094379124341003
826
28.5%
-1.2039728043259361
770
26.6%
-0.916290731874155
128
4.4%
-2.3025850929940455
79
2.7%
-1.4067053583800182
75
2.6%
-0.6931471805599453
61
2.1%
-0.2231435513142097
36
1.2%
-0.5108256237659907
33
1.1%
0.0
25
0.9%
-0.10536051565782628
23
0.8%
0.3364722366212129
21
0.7%
-0.35667494393873245
20
0.7%
0.5306282510621704
18
0.6%
0.09531017980432493
17
0.6%
0.1823215567939546
16
0.6%
SMALLEST VALUES

-2.3025850929940455
79
2.7%
-1.9560115027140728
7
0.2%
-1.8404869726207487
1
<0.1%
-1.753278948659991
5
0.2%
-1.6813584305470455
1
<0.1%
-1.6094379124341003
826
28.5%
-1.5080716354070591
1
<0.1%
-1.5047882836811908
1
<0.1%
-1.4742828763980456
7
0.2%
-1.4067053583800182
75
2.6%
-1.3391278403619908
9
0.3%
-1.3347848402670728
1
<0.1%
-1.3053390813529773
1
<0.1%
-1.2628643221541276
2
<0.1%
-1.2432338162113972
1
<0.1%
LARGEST VALUES

3.681005275629867
1
<0.1%
3.481240089335692
1
<0.1%
3.451346242319837
1
<0.1%
3.449987545831587
1
<0.1%
3.3178157727231046
2
<0.1%
3.295836866004329
1
<0.1%
3.2873984308303603
1
<0.1%
3.2733640101522705
1
<0.1%
3.261935314328648
2
<0.1%
3.2386784521643803
1
<0.1%
3.238401558899655
1
<0.1%
3.2268439945173775
2
<0.1%
3.214867803470662
1
<0.1%
3.190476350346503
1
<0.1%
3.1654750481410856
2
<0.1%
bnd
MISSING:
26,598
(88%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

height
0.49
lymph
-0.40
age
0.38
bili_dir
0.38
hr3
-0.36
mcv
-0.35
mch
-0.34
crp
0.32
fio2
0.32
hr1
-0.30
urine
0.26
hgb
-0.26
bili
-0.25
lact
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.02
sex
0.02
MOST FREQUENT VALUES

0.0
776
20.8%
0.6931471805599453
493
13.2%
1.0986122886681098
275
7.4%
1.3862943611198906
230
6.2%
1.6094379124341003
200
5.4%
1.791759469228055
170
4.5%
2.0794415416798357
123
3.3%
1.9459101490553132
122
3.3%
2.1972245773362196
98
2.6%
2.3978952727983707
73
2.0%
2.302585092994046
70
1.9%
2.4849066497880004
69
1.8%
2.6390573296152584
56
1.5%
2.5649493574615367
49
1.3%
2.70805020110221
42
1.1%
SMALLEST VALUES

-0.6931471805599453
1
<0.1%
-0.10536051565782628
1
<0.1%
0.0
776
20.8%
0.09531017980432493
1
<0.1%
0.3364722366212129
1
<0.1%
0.34657359027997264
13
0.3%
0.37096867236468867
1
<0.1%
0.5493061443340549
12
0.3%
0.6931471805599453
493
13.2%
0.7419373447293773
1
<0.1%
0.8047189562170501
5
0.1%
0.8283022165960001
2
<0.1%
0.8958797346140275
16
0.4%
0.9026834003674034
1
<0.1%
0.9729550745276566
4
0.1%
LARGEST VALUES

4.290459441148391
1
<0.1%
4.23410650459726
1
<0.1%
4.219507705176107
1
<0.1%
4.127134385045092
2
<0.1%
4.0943445622221
2
<0.1%
4.02535169073515
1
<0.1%
4.007333185232471
2
<0.1%
3.9512437185814275
2
<0.1%
3.9318256327243257
2
<0.1%
3.912023005428146
1
<0.1%
3.9021256917640565
1
<0.1%
3.8874278833327605
1
<0.1%
3.8580076333212934
1
<0.1%
3.8501476017100584
3
<0.1%
3.8364535526209513
1
<0.1%
bun
MISSING:
3,268
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

crea
0.73
phos
0.46
age
0.30
k
0.30
mg
0.29
fgn
0.23
mchc
-0.23
inr_pt
0.22
urine
-0.22
temp
-0.22
bili_dir
0.21
hgb
-0.21
dbp
-0.20
ph
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.14
sex
0.06
MOST FREQUENT VALUES

2.4849066497880004
465
1.7%
2.3978952727983707
439
1.6%
2.6390573296152584
431
1.6%
2.70805020110221
429
1.6%
2.5649493574615367
419
1.5%
2.302585092994046
395
1.5%
2.833213344056216
381
1.4%
2.772588722239781
376
1.4%
2.8903717578961645
359
1.3%
2.1972245773362196
319
1.2%
2.9444389791664403
309
1.1%
2.0794415416798357
281
1.0%
2.995732273553991
281
1.0%
3.044522437723423
267
1.0%
3.1354942159291497
235
0.9%
SMALLEST VALUES

0.34657359027997264
3
<0.1%
0.6931471805599453
5
<0.1%
0.7607246985779726
1
<0.1%
0.8553332238032111
1
<0.1%
0.8958797346140275
4
<0.1%
0.963457252632055
3
<0.1%
1.017519267046477
1
<0.1%
1.0593512767826485
3
<0.1%
1.0649599927662858
1
<0.1%
1.0691665297540138
1
<0.1%
1.0986122886681098
29
0.1%
1.141087047866959
1
<0.1%
1.1512925464970227
1
<0.1%
1.155809927324007
1
<0.1%
1.161161358101999
1
<0.1%
LARGEST VALUES

5.278114659230517
1
<0.1%
5.246136858885665
2
<0.1%
5.235815811239005
1
<0.1%
5.217645791343655
1
<0.1%
5.209426428172075
1
<0.1%
5.187520477361083
1
<0.1%
5.187385805840755
1
<0.1%
5.18218361246797
1
<0.1%
5.176149732573829
1
<0.1%
5.173489845685137
1
<0.1%
5.167440141327104
1
<0.1%
5.156173446856155
1
<0.1%
5.147494476813453
1
<0.1%
5.144067601929454
1
<0.1%
5.142846154984793
1
<0.1%
ca
MISSING:
6,807
(22%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

cai
0.61
alb
0.44
be
0.31
bicar
0.31
crp
-0.29
cl
-0.26
ph
0.21
sbp
0.19
bnd
-0.18
mg
0.17
pco2
0.16
hgb
0.16
hr1
-0.15
map
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.12
sex
0.02
MOST FREQUENT VALUES

8.5
801
3.4%
8.4
757
3.2%
8.3
755
3.2%
8.0
739
3.1%
8.2
728
3.1%
8.1
707
3.0%
8.7
692
2.9%
8.6
692
2.9%
7.9
638
2.7%
8.8
629
2.7%
7.8
522
2.2%
9.0
519
2.2%
7.7
500
2.1%
8.9
485
2.1%
7.6
475
2.0%
SMALLEST VALUES

4.0
1
<0.1%
4.3
1
<0.1%
4.449999999999999
1
<0.1%
4.6000000000000005
1
<0.1%
4.7
1
<0.1%
4.825
1
<0.1%
4.8999999999999995
1
<0.1%
4.9
1
<0.1%
5.050000000000001
1
<0.1%
5.066666666666666
1
<0.1%
5.1
1
<0.1%
5.1000000000000005
1
<0.1%
5.15
1
<0.1%
5.166666666666667
1
<0.1%
5.2
1
<0.1%
LARGEST VALUES

17.9
1
<0.1%
17.0
1
<0.1%
16.966666666666665
1
<0.1%
16.875
1
<0.1%
15.7
1
<0.1%
15.525
1
<0.1%
15.35
1
<0.1%
15.0
1
<0.1%
14.75
1
<0.1%
14.6
1
<0.1%
14.299999999999999
1
<0.1%
14.2
1
<0.1%
14.066666666666668
1
<0.1%
13.95
2
<0.1%
13.9
1
<0.1%
cai
MISSING:
16,425
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ca
0.61
ck
-0.19
pco2
0.18
be
0.16
bicar
0.16
mg
0.16
alb
0.13
hr1
-0.11
ast
-0.11
bnd
-0.10
resp
-0.10
fgn
-0.10
ckmb
-0.09
crea
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.08
sex
0.04
MOST FREQUENT VALUES

1.12
333
2.4%
1.13
324
2.3%
1.16
314
2.3%
1.1
313
2.3%
1.11
290
2.1%
1.15
289
2.1%
1.09
274
2.0%
1.14
266
1.9%
1.17
255
1.8%
1.08
251
1.8%
1.07
249
1.8%
1.18
231
1.7%
1.06
225
1.6%
1.05
211
1.5%
1.04
188
1.4%
SMALLEST VALUES

0.6
1
<0.1%
0.64
1
<0.1%
0.65
1
<0.1%
0.67
1
<0.1%
0.68
1
<0.1%
0.6983333333333333
1
<0.1%
0.71
1
<0.1%
0.71875
1
<0.1%
0.72
2
<0.1%
0.7225
1
<0.1%
0.7233333333333333
1
<0.1%
0.7325
1
<0.1%
0.74
1
<0.1%
0.7428571428571429
1
<0.1%
0.75
2
<0.1%
LARGEST VALUES

1.98
1
<0.1%
1.97
1
<0.1%
1.9449999999999998
1
<0.1%
1.8519999999999999
1
<0.1%
1.81
1
<0.1%
1.8099999999999998
1
<0.1%
1.7666666666666668
1
<0.1%
1.75
1
<0.1%
1.74
1
<0.1%
1.7066666666666668
1
<0.1%
1.6814285714285713
1
<0.1%
1.6766666666666667
1
<0.1%
1.67
1
<0.1%
1.6675
1
<0.1%
1.66
1
<0.1%
ck
MISSING:
18,803
(62%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ckmb
0.73
ast
0.52
tnt
0.39
alt
0.36
mchc
0.27
alp
-0.26
lact
0.23
hgb
0.22
be
-0.21
bicar
-0.19
age
-0.19
cai
-0.19
fgn
-0.17
temp
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

sex
0.02
inf_replaced
0.01
MOST FREQUENT VALUES

3.4339872044851463
45
0.4%
3.713572066704308
45
0.4%
3.2188758248682006
41
0.4%
3.6888794541139363
40
0.3%
3.044522437723423
40
0.3%
3.258096538021482
40
0.3%
3.7376696182833684
40
0.3%
3.58351893845611
40
0.3%
3.332204510175204
37
0.3%
3.5553480614894135
37
0.3%
3.1780538303479458
36
0.3%
2.995732273553991
35
0.3%
3.4965075614664802
35
0.3%
4.04305126783455
34
0.3%
3.912023005428146
31
0.3%
SMALLEST VALUES

1.3862943611198906
1
<0.1%
1.4978661367769954
1
<0.1%
1.5222612188617115
1
<0.1%
1.6094379124341003
2
<0.1%
1.791759469228055
1
<0.1%
1.868834809141684
1
<0.1%
1.9175242129418777
1
<0.1%
1.9459101490553132
2
<0.1%
1.9944920232821373
1
<0.1%
2.0126758453675744
1
<0.1%
2.0794415416798357
9
<0.1%
2.1140421223946158
1
<0.1%
2.1242476210246797
1
<0.1%
2.1383330595080277
2
<0.1%
2.158744056768155
1
<0.1%
LARGEST VALUES

12.268730432541854
1
<0.1%
12.129834219176278
1
<0.1%
11.987348381414504
1
<0.1%
11.986888221094171
1
<0.1%
11.97504248126548
1
<0.1%
11.957561393802006
1
<0.1%
11.785004195423966
1
<0.1%
11.737171411400057
1
<0.1%
11.696662685905345
1
<0.1%
11.616712689456605
1
<0.1%
11.614305672708001
1
<0.1%
11.53880305751908
1
<0.1%
11.477913467208698
1
<0.1%
11.302722994821595
1
<0.1%
11.283437415880412
1
<0.1%
ckmb
MISSING:
21,626
(71%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ck
0.73
tnt
0.66
ast
0.48
alt
0.28
be
-0.25
ptt
0.25
lact
0.24
fgn
-0.21
bili_dir
-0.19
sbp
-0.19
bicar
-0.18
hgb
0.18
methb
-0.17
mchc
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

sex
0.03
inf_replaced
0.02
MOST FREQUENT VALUES

1.0986122886681098
880
10.1%
0.6931471805599453
716
8.2%
1.3862943611198906
656
7.5%
1.6094379124341003
418
4.8%
1.791759469228055
319
3.7%
0.0
195
2.2%
1.9459101490553132
192
2.2%
2.0794415416798357
152
1.7%
1.2424533248940002
137
1.6%
1.4978661367769954
119
1.4%
0.8958797346140275
109
1.3%
2.1972245773362196
108
1.2%
1.7005986908310775
86
1.0%
2.302585092994046
75
0.9%
1.868834809141684
62
0.7%
SMALLEST VALUES

-0.10536051565782628
1
<0.1%
0.0
195
2.2%
0.17328679513998632
1
<0.1%
0.23104906018664842
4
<0.1%
0.34657359027997264
44
0.5%
0.46209812037329684
10
0.1%
0.5198603854199589
2
<0.1%
0.5493061443340549
4
<0.1%
0.5972531564093516
3
<0.1%
0.6931471805599453
716
8.2%
0.7225929394740412
1
<0.1%
0.7324081924454066
1
<0.1%
0.7945134575869864
4
<0.1%
0.8283022165960001
29
0.3%
0.8415671856782185
1
<0.1%
LARGEST VALUES

7.1935285876866875
1
<0.1%
6.980075940561763
1
<0.1%
6.737610321637432
1
<0.1%
6.677134217193556
1
<0.1%
6.604081510270467
1
<0.1%
6.516298103350451
1
<0.1%
6.490030738048034
1
<0.1%
6.423507265418402
1
<0.1%
6.3478659162171756
1
<0.1%
6.337873679797071
1
<0.1%
6.257419805529582
1
<0.1%
6.234688293665883
1
<0.1%
6.216855174017637
1
<0.1%
6.20976471562742
1
<0.1%
6.20050917404269
1
<0.1%
cl
MISSING:
1,706
(6%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

na
0.68
bicar
-0.44
be
-0.44
pco2
-0.29
ca
-0.26
alb
-0.23
fgn
-0.20
phos
-0.20
ph
-0.20
o2sat
0.19
bili_dir
-0.16
alp
-0.16
po2
0.15
crea
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.13
sex
0.01
MOST FREQUENT VALUES

107.0
1,302
4.5%
106.0
1,301
4.5%
105.0
1,298
4.5%
104.0
1,218
4.3%
108.0
1,169
4.1%
103.0
1,157
4.0%
109.0
1,059
3.7%
102.0
919
3.2%
110.0
918
3.2%
101.0
874
3.1%
111.0
713
2.5%
100.0
667
2.3%
99.0
611
2.1%
112.0
538
1.9%
106.5
471
1.6%
SMALLEST VALUES

80.0
1
<0.1%
80.66666666666667
2
<0.1%
80.8
1
<0.1%
81.0
5
<0.1%
81.2
1
<0.1%
81.5
3
<0.1%
81.75
1
<0.1%
82.0
5
<0.1%
82.25
1
<0.1%
82.33333333333333
1
<0.1%
82.5
2
<0.1%
82.66666666666667
1
<0.1%
83.0
7
<0.1%
83.33333333333333
1
<0.1%
83.5
5
<0.1%
LARGEST VALUES

130.0
4
<0.1%
129.0
6
<0.1%
128.66666666666666
2
<0.1%
128.5
2
<0.1%
128.4
2
<0.1%
128.0
7
<0.1%
127.5
1
<0.1%
127.4
3
<0.1%
127.33333333333333
5
<0.1%
127.25
2
<0.1%
127.2
1
<0.1%
127.0
6
<0.1%
126.75
1
<0.1%
126.625
1
<0.1%
126.5
2
<0.1%
crea
MISSING:
3,269
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

bun
0.73
phos
0.49
k
0.32
be
-0.28
ph
-0.24
mg
0.22
bicar
-0.22
inr_pt
0.21
mchc
-0.20
urine
-0.18
fgn
0.18
bili_dir
0.17
ptt
0.15
crp
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.16
sex
0.15
MOST FREQUENT VALUES

-0.35667494393873245
1,447
5.3%
-0.2231435513142097
1,315
4.9%
-0.5108256237659907
1,224
4.5%
-0.10536051565782628
1,162
4.3%
0.0
853
3.2%
-0.6931471805599453
847
3.1%
0.09531017980432493
668
2.5%
-0.2899092476264711
616
2.3%
-0.164252033486018
571
2.1%
-0.4337502838523616
533
2.0%
0.1823215567939546
486
1.8%
-0.05268025782891314
447
1.7%
-0.601986402162968
402
1.5%
-0.916290731874155
395
1.5%
0.26236426446749106
358
1.3%
SMALLEST VALUES

-2.3025850929940455
16
<0.1%
-2.1870605629007214
1
<0.1%
-1.9560115027140728
6
<0.1%
-1.753278948659991
2
<0.1%
-1.7053319365846942
2
<0.1%
-1.6094379124341003
43
0.2%
-1.5080716354070591
1
<0.1%
-1.4742828763980456
2
<0.1%
-1.4067053583800182
24
<0.1%
-1.3783888522474517
1
<0.1%
-1.3391278403619908
3
<0.1%
-1.334784840267073
1
<0.1%
-1.3347848402670728
1
<0.1%
-1.3053390813529773
1
<0.1%
-1.2951335827229133
1
<0.1%
LARGEST VALUES

2.70805020110221
2
<0.1%
2.7013612129514133
1
<0.1%
2.694604353368052
1
<0.1%
2.670688428004242
1
<0.1%
2.664681314253802
1
<0.1%
2.6535701561359746
1
<0.1%
2.6461244938018207
1
<0.1%
2.6281222950630645
1
<0.1%
2.6270673008229006
1
<0.1%
2.613571773546756
1
<0.1%
2.6100697927420065
1
<0.1%
2.5877640352277083
1
<0.1%
2.580216829592325
1
<0.1%
2.578808742222451
1
<0.1%
2.567899218525131
1
<0.1%
crp
MISSING:
30,028
(99%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

bili_dir
0.66
alb
-0.41
resp
0.39
fgn
0.35
map
-0.35
dbp
-0.33
bnd
0.32
age
0.31
hgb
-0.30
ca
-0.29
height
0.26
lymph
-0.26
mchc
-0.26
sbp
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.02
sex
0.00
MOST FREQUENT VALUES

5.554121700101795
2
0.7%
5.529429087511423
2
0.7%
5.678464666671911
2
0.7%
1.4350845252893227
2
0.7%
3.2846635654062037
2
0.7%
0.09531017980432493
2
0.7%
3.095577608523707
2
0.7%
0.6418538861723947
2
0.7%
2.747270914255491
2
0.7%
1.7047480922384253
2
0.7%
3.7062280924485496
2
0.7%
4.390738575275903
2
0.7%
2.0541237336955462
2
0.7%
3.8437441646748516
2
0.7%
2.9391619220655967
2
0.7%
SMALLEST VALUES

-1.6094379124341003
1
0.3%
-1.0601317681000455
1
0.3%
-0.916290731874155
2
0.7%
-0.6931471805599453
1
0.3%
-0.35667494393873245
1
0.3%
-0.10536051565782628
1
0.3%
0.09531017980432493
2
0.7%
0.1823215567939546
1
0.3%
0.47000362924573563
1
0.3%
0.6418538861723947
2
0.7%
0.7884573603642703
1
0.3%
0.8329091229351039
1
0.3%
0.9932517730102834
1
0.3%
1.1314021114911006
1
0.3%
1.1939224684724346
1
0.3%
LARGEST VALUES

5.94672865326659
1
0.3%
5.805134968916488
1
0.3%
5.703449085754963
1
0.3%
5.700443573390687
1
0.3%
5.698099691520703
1
0.3%
5.69608626802173
1
0.3%
5.6937321388027
1
0.3%
5.685279003091641
1
0.3%
5.678464666671911
2
0.7%
5.674353663965389
1
0.3%
5.673323267171493
1
0.3%
5.659133722987319
1
0.3%
5.624378451868933
1
0.3%
5.608372289851543
1
0.3%
5.5939676086489944
1
0.3%
dbp
MISSING:
3,231
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

map
0.87
sbp
0.51
age
-0.36
crp
-0.33
hgb
0.27
urine
0.24
hr1
0.23
alb
0.22
bun
-0.20
hr3
0.15
alt
0.14
ptt
-0.13
methb
0.13
ck
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.28
sex
0.06
MOST FREQUENT VALUES

55.0
36
0.1%
55.5
36
0.1%
54.0
34
0.1%
59.5
34
0.1%
51.0
33
0.1%
54.5
31
0.1%
56.5
30
0.1%
60.0
29
0.1%
53.5
29
0.1%
63.0
28
0.1%
57.0
28
0.1%
50.0
28
0.1%
60.5
28
0.1%
52.0
28
0.1%
56.0
28
0.1%
SMALLEST VALUES

11.416666666666666
1
<0.1%
20.282608695652176
1
<0.1%
22.95
1
<0.1%
25.25
1
<0.1%
26.043478260869566
1
<0.1%
26.295454545454547
1
<0.1%
27.217391304347824
1
<0.1%
27.38235294117647
1
<0.1%
28.108695652173914
1
<0.1%
28.21875
1
<0.1%
28.333333333333332
1
<0.1%
28.973684210526315
1
<0.1%
29.0
1
<0.1%
29.32608695652174
1
<0.1%
29.444444444444443
1
<0.1%
LARGEST VALUES

128.0681818181818
1
<0.1%
127.0
1
<0.1%
124.82608695652173
1
<0.1%
116.76190476190476
1
<0.1%
113.4090909090909
1
<0.1%
112.91666666666667
1
<0.1%
112.67391304347827
1
<0.1%
111.70833333333333
1
<0.1%
111.5909090909091
1
<0.1%
107.66666666666667
1
<0.1%
107.1875
1
<0.1%
106.77272727272727
1
<0.1%
105.93478260869566
1
<0.1%
105.76190476190476
1
<0.1%
105.65217391304348
1
<0.1%
fgn
MISSING:
24,255
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

crp
0.35
bili
-0.29
lact
-0.28
mchc
-0.27
po2
-0.26
plt
0.25
resp
0.25
alp
0.23
ast
-0.23
bun
0.23
ptt
-0.23
ckmb
-0.21
cl
-0.20
bili_dir
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

sex
0.04
inf_replaced
0.01
MOST FREQUENT VALUES

5.389071729816501
25
0.4%
5.10594547390058
24
0.4%
5.214935757608986
23
0.4%
5.159055299214529
23
0.4%
5.293304824724492
22
0.4%
5.003946305945459
22
0.4%
5.187385805840755
22
0.4%
5.135798437050262
21
0.3%
5.365976015021851
21
0.3%
5.2832037287379885
21
0.3%
5.459585514144159
20
0.3%
5.308267697401205
20
0.3%
5.41610040220442
20
0.3%
5.056245805348308
20
0.3%
5.43372200355424
20
0.3%
SMALLEST VALUES

3.58351893845611
1
<0.1%
3.8066624897703196
1
<0.1%
3.810352543419131
1
<0.1%
3.8264651170664994
1
<0.1%
3.8396398216686856
1
<0.1%
3.8918202981106265
1
<0.1%
3.912023005428146
1
<0.1%
3.960813169597578
1
<0.1%
4.02535169073515
1
<0.1%
4.060443010546419
1
<0.1%
4.07753744390572
1
<0.1%
4.143134726391533
1
<0.1%
4.151976077480499
1
<0.1%
4.1588830833596715
2
<0.1%
4.169033262759401
1
<0.1%
LARGEST VALUES

7.290292882446597
1
<0.1%
7.183743350446647
1
<0.1%
7.115289701107566
1
<0.1%
7.113142108707088
1
<0.1%
7.1096898632857695
1
<0.1%
7.101675971619444
1
<0.1%
7.044905117129371
1
<0.1%
7.023758954738443
1
<0.1%
7.020190708311925
1
<0.1%
7.010311867307229
1
<0.1%
6.999422467507961
1
<0.1%
6.997807329008635
1
<0.1%
6.993932975223189
1
<0.1%
6.98100574072173
2
<0.1%
6.977281341630747
1
<0.1%
fio2
MISSING:
15,050
(50%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

height
0.58
neut
0.54
lymph
-0.52
bili_dir
0.48
age
0.42
hr3
-0.42
mcv
-0.42
hr1
-0.38
urine
0.38
mch
-0.38
bili
-0.33
bnd
0.32
po2
0.31
hgb
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.03
sex
0.02
MOST FREQUENT VALUES

4.605170185988092
1,612
10.5%
3.912023005428146
1,326
8.7%
3.6888794541139363
1,061
6.9%
4.0943445622221
294
1.9%
3.044522437723423
281
1.8%
4.258596595708119
186
1.2%
3.800451229771041
182
1.2%
3.5553480614894135
151
1.0%
4.248495242049359
130
0.9%
4.147024820051014
129
0.8%
4.143072065614795
101
0.7%
4.349757374105096
93
0.6%
3.4011973816621555
92
0.6%
3.7632606378853395
92
0.6%
3.8376418216567427
90
0.6%
SMALLEST VALUES

3.044522437723423
281
1.8%
3.04646077170821
4
<0.1%
3.0474637498996975
1
<0.1%
3.0478839373534505
1
<0.1%
3.048312928481995
4
<0.1%
3.0483991056929973
1
<0.1%
3.0484777324280197
3
<0.1%
3.0486575185509563
1
<0.1%
3.048854427161791
1
<0.1%
3.0493104260500403
1
<0.1%
3.0498737187943483
1
<0.1%
3.050251262466782
1
<0.1%
3.050772064716178
1
<0.1%
3.051020421880975
3
<0.1%
3.0510666831415363
1
<0.1%
LARGEST VALUES

4.605170185988092
1,612
10.5%
4.6034993387135765
1
<0.1%
4.60314991525634
1
<0.1%
4.60292544073059
1
<0.1%
4.601820074036925
1
<0.1%
4.600950551324043
1
<0.1%
4.600895744789129
1
<0.1%
4.60014501806134
1
<0.1%
4.598840733992019
1
<0.1%
4.597842572504156
1
<0.1%
4.5970891030610845
1
<0.1%
4.596390143016606
1
<0.1%
4.59511985013459
15
<0.1%
4.594911527110582
1
<0.1%
4.594013008422381
1
<0.1%
glu
MISSING:
3,267
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

lact
0.21
lymph
-0.15
ckmb
0.14
ck
0.13
height
0.13
tnt
0.13
methb
-0.12
weight
0.12
bili
-0.11
neut
0.11
alb
0.10
mcv
-0.10
alp
-0.09
wbc
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.26
sex
0.01
MOST FREQUENT VALUES

4.727387818712341
88
0.3%
4.663439094112067
87
0.3%
4.61512051684126
85
0.3%
4.762173934797756
84
0.3%
4.700480365792417
82
0.3%
4.718498871295094
79
0.3%
4.836281906951478
78
0.3%
4.624972813284271
78
0.3%
4.605170185988092
77
0.3%
4.709530201312334
77
0.3%
4.672828834461906
76
0.3%
4.653960350157523
76
0.3%
4.6913478822291435
76
0.3%
4.77912349311153
75
0.3%
4.68213122712422
75
0.3%
SMALLEST VALUES

1.9756218592907138
1
<0.1%
2.3978952727983707
1
<0.1%
2.9444389791664403
1
<0.1%
2.995732273553991
1
<0.1%
3.044522437723423
1
<0.1%
3.1354942159291497
1
<0.1%
3.1570004211501135
1
<0.1%
3.2188758248682006
2
<0.1%
3.258096538021482
1
<0.1%
3.295836866004329
1
<0.1%
3.332204510175204
1
<0.1%
3.367295829986474
1
<0.1%
3.4339872044851463
1
<0.1%
3.4657359027997265
3
<0.1%
3.4965075614664802
2
<0.1%
LARGEST VALUES

6.7580945044277305
1
<0.1%
6.448889394146858
1
<0.1%
6.366066485256067
1
<0.1%
6.304448802421981
1
<0.1%
6.261491684321042
1
<0.1%
6.253828811575473
1
<0.1%
6.20455776256869
1
<0.1%
6.190706388780931
1
<0.1%
6.190101203836372
1
<0.1%
6.1844386725103835
1
<0.1%
6.1779441140506
1
<0.1%
6.155345497199443
1
<0.1%
6.154858094016418
1
<0.1%
6.141353248902098
1
<0.1%
6.131226489483141
1
<0.1%
hgb
MISSING:
1,434
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

height
-0.58
bili_dir
-0.54
lymph
0.47
neut
-0.46
age
-0.45
mch
0.42
hr3
0.37
mcv
0.36
alb
0.35
hr1
0.34
fio2
-0.30
crp
-0.30
dbp
0.27
bnd
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

sex
0.04
inf_replaced
0.01
MOST FREQUENT VALUES

2.2925347571405443
220
0.8%
2.272125885509337
218
0.8%
2.302585092994046
217
0.8%
2.2823823856765264
216
0.7%
2.379546134130174
214
0.7%
2.322387720290225
212
0.7%
2.312535423847214
211
0.7%
2.4069451083182885
209
0.7%
2.3608540011180215
199
0.7%
2.341805806147327
198
0.7%
2.33214389523559
196
0.7%
2.4159137783010487
194
0.7%
2.388762789235098
194
0.7%
2.3978952727983707
194
0.7%
2.3513752571634776
193
0.7%
SMALLEST VALUES

1.589235205116581
1
<0.1%
1.62924053973028
2
<0.1%
1.63950666839615
1
<0.1%
1.6486586255873816
1
<0.1%
1.6495823280485018
1
<0.1%
1.6499859180710061
1
<0.1%
1.667706820558076
1
<0.1%
1.6863989535702288
1
<0.1%
1.690497337172318
1
<0.1%
1.7047480922384253
1
<0.1%
1.721329585734875
1
<0.1%
1.7227665977411035
2
<0.1%
1.7262709499977709
1
<0.1%
1.7316555451583497
1
<0.1%
1.7404661748405046
1
<0.1%
LARGEST VALUES

2.8903717578961645
42
0.1%
2.8875862353714368
2
<0.1%
2.884800712846709
50
0.2%
2.881999585072374
1
<0.1%
2.8791984572980396
43
0.1%
2.8735646395797834
43
0.1%
2.870731770811945
1
<0.1%
2.8678989020441064
48
0.2%
2.867882760254626
1
<0.1%
2.8676405708577857
1
<0.1%
2.8650498914867875
1
<0.1%
2.8650174229001335
2
<0.1%
2.8622008809294686
38
0.1%
2.85930270177392
1
<0.1%
2.8592370116995953
2
<0.1%
hr1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

hr3
0.84
height
-0.78
age
-0.68
neut
-0.63
bili_dir
-0.59
lymph
0.57
mcv
0.48
mch
0.44
urine
-0.42
bili
0.41
fio2
-0.38
po2
-0.36
hgb
0.34
resp
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.24
sex
0.03
MOST FREQUENT VALUES

80.0
39
0.1%
87.0
29
<0.1%
81.0
27
<0.1%
84.0
25
<0.1%
83.0
24
<0.1%
85.0
24
<0.1%
88.0
23
<0.1%
70.0
23
<0.1%
78.5
22
<0.1%
82.0
21
<0.1%
82.5
21
<0.1%
73.0
20
<0.1%
90.0
20
<0.1%
86.5
19
<0.1%
79.0
19
<0.1%
SMALLEST VALUES

32.791666666666664
1
<0.1%
33.645833333333336
1
<0.1%
35.973684210526315
1
<0.1%
36.26086956521739
1
<0.1%
37.36363636363637
1
<0.1%
37.5
1
<0.1%
37.895833333333336
1
<0.1%
37.96666666666667
1
<0.1%
38.30434782608695
1
<0.1%
39.5
1
<0.1%
40.083333333333336
1
<0.1%
40.15217391304348
1
<0.1%
40.30434782608695
1
<0.1%
41.26086956521739
1
<0.1%
41.770833333333336
1
<0.1%
LARGEST VALUES

183.06521739130434
1
<0.1%
180.10416666666666
1
<0.1%
177.64583333333334
1
<0.1%
175.29166666666666
1
<0.1%
174.8913043478261
1
<0.1%
174.65
1
<0.1%
174.16666666666666
1
<0.1%
173.625
1
<0.1%
173.29166666666666
1
<0.1%
173.25
1
<0.1%
172.6875
1
<0.1%
171.9375
1
<0.1%
171.66666666666666
1
<0.1%
171.52083333333334
1
<0.1%
171.47826086956522
1
<0.1%
inr_pt
MISSING:
7,057
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ptt
0.39
bili
0.30
ast
0.24
bun
0.22
crea
0.21
lact
0.20
bili_dir
0.20
sbp
-0.20
alt
0.19
map
-0.18
mchc
-0.15
hgb
-0.13
alb
-0.12
be
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

sex
0.04
inf_replaced
0.00
MOST FREQUENT VALUES

0.09531017980432493
2,735
11.7%
0.1823215567939546
2,530
10.9%
0.26236426446749106
1,771
7.6%
0.0
1,249
5.4%
0.3364722366212129
1,101
4.7%
0.4054651081081644
702
3.0%
0.2223429106307228
606
2.6%
0.13881586829913978
604
2.6%
0.47000362924573563
422
1.8%
0.299418250544352
417
1.8%
0.04765508990216247
364
1.6%
0.5306282510621704
319
1.4%
0.37096867236468867
246
1.1%
0.5877866649021191
206
0.9%
0.25939689670758376
200
0.9%
SMALLEST VALUES

-0.6931471805599453
1
<0.1%
-0.5108256237659907
3
<0.1%
-0.35667494393873245
2
<0.1%
-0.3121644797305582
2
<0.1%
-0.25541281188299536
1
<0.1%
-0.23158526693191409
1
<0.1%
-0.23101772979827936
1
<0.1%
-0.2231435513142097
5
<0.1%
-0.22094054088937576
1
<0.1%
-0.2186294498474103
1
<0.1%
-0.19327283175098073
1
<0.1%
-0.16425203348601808
1
<0.1%
-0.164252033486018
2
<0.1%
-0.1544380775800796
1
<0.1%
-0.13193396114735123
1
<0.1%
LARGEST VALUES

3.26590852613219
1
<0.1%
2.957686102510973
1
<0.1%
2.8988701783542674
1
<0.1%
2.6860287793610214
1
<0.1%
2.645716149618171
1
<0.1%
2.624668592163159
1
<0.1%
2.6246510883779615
1
<0.1%
2.6202381834290933
1
<0.1%
2.4346054356716693
1
<0.1%
2.3964914676642013
1
<0.1%
2.313410187990102
1
<0.1%
2.295434200638616
1
<0.1%
2.2819136112268543
1
<0.1%
2.269515191741773
1
<0.1%
2.2541542149725147
1
<0.1%
k
MISSING:
1,998
(7%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

phos
0.39
crea
0.32
bun
0.30
bili_dir
-0.30
height
-0.29
ph
-0.29
neut
-0.28
urine
-0.27
lymph
0.25
mg
0.23
mcv
0.21
hr3
0.20
hr1
0.18
age
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

sex
0.04
inf_replaced
0.03
MOST FREQUENT VALUES

4.0
1,208
4.3%
4.1
1,145
4.0%
3.9
1,096
3.9%
4.2
1,003
3.5%
4.3
949
3.3%
3.8
890
3.1%
4.5
851
3.0%
4.4
802
2.8%
3.7
761
2.7%
4.6
665
2.3%
3.6
623
2.2%
3.5
615
2.2%
4.7
502
1.8%
4.8
456
1.6%
4.05
425
1.5%
SMALLEST VALUES

2.3
1
<0.1%
2.4
2
<0.1%
2.433333333333333
1
<0.1%
2.45
1
<0.1%
2.5
6
<0.1%
2.533333333333333
1
<0.1%
2.55
1
<0.1%
2.58
1
<0.1%
2.6
7
<0.1%
2.6100000000000003
1
<0.1%
2.6333333333333333
1
<0.1%
2.65
3
<0.1%
2.675
2
<0.1%
2.6833333333333336
1
<0.1%
2.6999999999999997
2
<0.1%
LARGEST VALUES

9.9
2
<0.1%
9.4
2
<0.1%
9.1
1
<0.1%
9.0
1
<0.1%
8.9
2
<0.1%
8.8
1
<0.1%
8.6
4
<0.1%
8.4
2
<0.1%
8.3
2
<0.1%
8.2
3
<0.1%
8.1
4
<0.1%
8.05
1
<0.1%
8.0
2
<0.1%
7.9
2
<0.1%
7.8999999999999995
1
<0.1%
lact
MISSING:
15,103
(50%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ast
0.40
alt
0.31
be
-0.30
bili
0.29
bicar
-0.29
fgn
-0.28
pco2
-0.26
ckmb
0.24
ck
0.23
plt
-0.22
glu
0.21
inr_pt
0.20
ptt
0.20
bnd
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

sex
0.03
inf_replaced
0.02
MOST FREQUENT VALUES

0.0
388
2.5%
0.26236426446749106
375
2.5%
0.3364722366212129
363
2.4%
0.1823215567939546
361
2.4%
0.09531017980432493
356
2.3%
0.47000362924573563
341
2.2%
-0.10536051565782628
338
2.2%
0.4054651081081644
307
2.0%
-0.2231435513142097
288
1.9%
0.5306282510621704
264
1.7%
0.5877866649021191
239
1.6%
0.6418538861723947
218
1.4%
0.6931471805599453
191
1.3%
0.7419373447293773
163
1.1%
-0.35667494393873245
147
1.0%
SMALLEST VALUES

-1.2039728043259361
2
<0.1%
-1.1080787801753424
1
<0.1%
-0.9729237441392877
1
<0.1%
-0.916290731874155
8
<0.1%
-0.7135581778200728
3
<0.1%
-0.6931471805599453
30
0.2%
-0.6553709521242775
1
<0.1%
-0.6546666599918812
2
<0.1%
-0.6314321610770638
1
<0.1%
-0.6019864021629681
1
<0.1%
-0.601986402162968
6
<0.1%
-0.5715994760306423
4
<0.1%
-0.5697171415941824
2
<0.1%
-0.5634487322061534
1
<0.1%
-0.5543313122608056
1
<0.1%
LARGEST VALUES

3.0442142875975122
1
<0.1%
2.9631684395062794
1
<0.1%
2.875699374566371
1
<0.1%
2.8596342692690633
1
<0.1%
2.8212195117645935
1
<0.1%
2.8184519210164853
1
<0.1%
2.8154076721883055
1
<0.1%
2.8065443293876413
1
<0.1%
2.7543386534874372
1
<0.1%
2.7400068639740365
1
<0.1%
2.727888844106299
1
<0.1%
2.7212954278522306
1
<0.1%
2.687252232575975
1
<0.1%
2.6823469168598617
1
<0.1%
2.681627190836812
1
<0.1%
lymph
MISSING:
18,651
(61%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

height
-0.76
neut
-0.74
age
-0.66
bili_dir
-0.63
hr3
0.61
hr1
0.57
mch
0.56
mcv
0.56
fio2
-0.52
hgb
0.47
urine
-0.43
bili
0.40
bnd
-0.40
po2
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.38
sex
0.02
MOST FREQUENT VALUES

1.0986122886681098
262
2.2%
0.6931471805599453
262
2.2%
1.3862943611198906
254
2.2%
1.6094379124341003
224
1.9%
1.791759469228055
219
1.9%
0.0
182
1.6%
1.9459101490553132
169
1.4%
2.0794415416798357
168
1.4%
2.1972245773362196
161
1.4%
2.302585092994046
149
1.3%
2.3978952727983707
118
1.0%
2.4849066497880004
103
0.9%
2.6390573296152584
87
0.7%
2.5649493574615367
83
0.7%
2.70805020110221
78
0.7%
SMALLEST VALUES

-0.6931471805599453
1
<0.1%
-0.5108256237659907
2
<0.1%
-0.35667494393873245
2
<0.1%
-0.34657359027997264
1
<0.1%
-0.2231435513142097
1
<0.1%
0.0
182
1.6%
0.04765508990216247
1
<0.1%
0.09531017980432493
2
<0.1%
0.17328679513998632
1
<0.1%
0.178837222135908
1
<0.1%
0.1823215567939546
1
<0.1%
0.2027325540540822
1
<0.1%
0.23104906018664842
2
<0.1%
0.26236426446749106
8
<0.1%
0.32092694308619735
1
<0.1%
LARGEST VALUES

4.605170185988092
4
<0.1%
4.59511985013459
1
<0.1%
4.574710978503383
1
<0.1%
4.564348191467836
1
<0.1%
4.553876891600541
2
<0.1%
4.552489928159178
1
<0.1%
4.548249777776212
1
<0.1%
4.543294782270004
3
<0.1%
4.543238192376899
1
<0.1%
4.537832734324791
1
<0.1%
4.532599493153256
1
<0.1%
4.5217885770490405
3
<0.1%
4.521322510709456
1
<0.1%
4.513691237420837
1
<0.1%
4.51085950651685
3
<0.1%
map
MISSING:
3,213
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

dbp
0.87
sbp
0.77
crp
-0.35
hgb
0.25
age
-0.24
alb
0.24
urine
0.19
bun
-0.18
inr_pt
-0.18
ph
0.17
ptt
-0.16
methb
0.15
ca
0.15
mchc
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.29
sex
0.02
MOST FREQUENT VALUES

71.0
32
0.1%
74.0
29
0.1%
77.0
29
0.1%
69.5
26
<0.1%
75.0
23
<0.1%
67.0
22
<0.1%
73.0
22
<0.1%
70.0
22
<0.1%
78.0
22
<0.1%
72.0
20
<0.1%
70.5
19
<0.1%
66.5
19
<0.1%
79.5
18
<0.1%
83.5
18
<0.1%
75.5
18
<0.1%
SMALLEST VALUES

43.19047619047619
1
<0.1%
44.088235294117645
1
<0.1%
44.458333333333336
1
<0.1%
44.520833333333336
1
<0.1%
44.58695652173913
1
<0.1%
45.294117647058826
1
<0.1%
45.54347826086956
1
<0.1%
45.65217391304348
1
<0.1%
46.65
1
<0.1%
47.369569363801375
1
<0.1%
47.58695652173913
1
<0.1%
47.81818181818182
1
<0.1%
48.333333333333336
1
<0.1%
48.34782608695652
1
<0.1%
48.50000298023224
1
<0.1%
LARGEST VALUES

150.16666666666666
1
<0.1%
140.0
1
<0.1%
134.24308347702026
1
<0.1%
132.0681818181818
1
<0.1%
131.75
1
<0.1%
131.125
1
<0.1%
131.04338936183763
1
<0.1%
131.02380952380952
1
<0.1%
129.47222222222223
1
<0.1%
129.24072308010525
1
<0.1%
128.78571428571428
1
<0.1%
128.24165058135986
1
<0.1%
126.92759621661642
1
<0.1%
126.8695652173913
1
<0.1%
125.95454545454545
1
<0.1%
mch
MISSING:
902
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mcv
0.90
height
-0.67
neut
-0.56
lymph
0.56
age
-0.48
bili_dir
-0.47
hr3
0.47
bili
0.46
hr1
0.44
hgb
0.42
fio2
-0.38
urine
-0.36
bnd
-0.34
mchc
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.14
sex
0.04
MOST FREQUENT VALUES

30.5
354
1.2%
30.2
341
1.2%
31.0
331
1.1%
30.4
330
1.1%
30.0
320
1.1%
29.5
319
1.1%
30.1
315
1.1%
30.6
314
1.1%
29.9
308
1.0%
30.9
304
1.0%
31.5
297
1.0%
29.7
287
1.0%
30.3
283
1.0%
30.7
281
1.0%
30.8
274
0.9%
SMALLEST VALUES

0.0
1
<0.1%
15.8
1
<0.1%
16.200000000000003
1
<0.1%
16.9
1
<0.1%
17.0
1
<0.1%
17.233333333333334
1
<0.1%
17.5
1
<0.1%
17.933333333333334
1
<0.1%
18.0
1
<0.1%
18.05
1
<0.1%
18.3
1
<0.1%
18.35
1
<0.1%
18.5
1
<0.1%
18.7
1
<0.1%
18.733333333333334
1
<0.1%
LARGEST VALUES

48.9
1
<0.1%
45.7
1
<0.1%
45.1
1
<0.1%
44.9
1
<0.1%
44.8
1
<0.1%
44.6
1
<0.1%
44.5
2
<0.1%
44.4
1
<0.1%
44.2
1
<0.1%
44.1
1
<0.1%
43.9
1
<0.1%
43.8
1
<0.1%
43.7
1
<0.1%
43.55
1
<0.1%
43.45
1
<0.1%
mchc
MISSING:
897
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mch
0.31
bili_dir
0.28
ck
0.27
fgn
-0.27
crp
-0.26
plt
-0.24
pco2
-0.24
po2
0.24
alp
-0.23
bun
-0.23
ph
0.20
crea
-0.20
hgb
0.17
ckmb
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

sex
0.05
inf_replaced
0.03
MOST FREQUENT VALUES

34.0
546
1.9%
33.5
528
1.8%
33.3
489
1.7%
33.8
485
1.6%
33.7
484
1.6%
34.1
482
1.6%
33.4
464
1.6%
33.2
461
1.6%
33.9
454
1.5%
34.2
453
1.5%
34.5
452
1.5%
34.3
449
1.5%
32.9
434
1.5%
33.1
433
1.5%
33.6
431
1.5%
SMALLEST VALUES

25.4
1
<0.1%
25.8
2
<0.1%
26.25
1
<0.1%
26.5
1
<0.1%
26.599999999999998
1
<0.1%
27.0
2
<0.1%
27.03333333333333
1
<0.1%
27.049999999999997
1
<0.1%
27.2
1
<0.1%
27.3
1
<0.1%
27.35
1
<0.1%
27.5
2
<0.1%
27.6
3
<0.1%
27.633333333333336
1
<0.1%
27.65
1
<0.1%
LARGEST VALUES

39.53333333333333
1
<0.1%
39.150000000000006
1
<0.1%
39.0
1
<0.1%
38.9
1
<0.1%
38.86666666666667
1
<0.1%
38.76666666666667
1
<0.1%
38.766666666666666
1
<0.1%
38.5
2
<0.1%
38.44
1
<0.1%
38.4
1
<0.1%
38.25
1
<0.1%
38.2
1
<0.1%
38.160000000000004
1
<0.1%
38.150000000000006
1
<0.1%
38.107142857142854
1
<0.1%
mcv
MISSING:
903
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mch
0.90
height
-0.73
neut
-0.58
lymph
0.56
bili_dir
-0.52
hr3
0.51
age
-0.49
hr1
0.48
urine
-0.44
fio2
-0.42
bili
0.42
hgb
0.36
bnd
-0.35
po2
-0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.16
sex
0.02
MOST FREQUENT VALUES

90.0
1,219
4.1%
89.0
1,202
4.1%
88.0
1,147
3.9%
86.0
1,121
3.8%
91.0
1,117
3.8%
87.0
1,114
3.8%
92.0
998
3.4%
85.0
905
3.1%
93.0
834
2.8%
94.0
771
2.6%
84.0
738
2.5%
95.0
620
2.1%
96.0
533
1.8%
83.0
513
1.7%
82.0
445
1.5%
SMALLEST VALUES

56.666666666666664
1
<0.1%
58.0
1
<0.1%
59.0
2
<0.1%
60.0
4
<0.1%
60.5
1
<0.1%
61.0
3
<0.1%
61.333333333333336
1
<0.1%
61.5
2
<0.1%
62.0
3
<0.1%
62.5
1
<0.1%
63.0
4
<0.1%
63.5
4
<0.1%
63.65
1
<0.1%
64.0
6
<0.1%
64.33333333333333
1
<0.1%
LARGEST VALUES

146.0
1
<0.1%
140.0
1
<0.1%
138.0
2
<0.1%
137.5
2
<0.1%
137.0
1
<0.1%
136.0
1
<0.1%
135.0
2
<0.1%
134.0
3
<0.1%
133.0
4
<0.1%
132.0
2
<0.1%
131.5
1
<0.1%
131.0
6
<0.1%
130.5
1
<0.1%
130.0
10
<0.1%
129.5
2
<0.1%
methb
MISSING:
30,175
(>99%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

neut
-0.20
fgn
0.18
fio2
0.18
hr1
0.17
temp
0.17
ckmb
-0.17
bili
0.16
age
-0.15
map
0.15
mch
0.14
lact
0.14
mcv
0.13
dbp
0.13
glu
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.00
sex
0.00
MOST FREQUENT VALUES

0.0
55
34.4%
-1.2039728043259361
19
11.9%
-1.6094379124341003
16
10.0%
-0.5108256237659907
14
8.8%
-2.3025850929940455
11
6.9%
-0.6931471805599453
10
6.2%
-0.916290731874155
8
5.0%
-0.2231435513142097
4
2.5%
0.09531017980432493
3
1.9%
-0.35667494393873245
3
1.9%
1.0986122886681098
2
1.2%
-0.10536051565782628
2
1.2%
0.6931471805599453
1
0.6%
0.47000362924573563
1
0.6%
1.308332819650179
1
0.6%
SMALLEST VALUES

-2.3025850929940455
11
6.9%
-1.6094379124341003
16
10.0%
-1.3862943611198906
1
0.6%
-1.2039728043259361
19
11.9%
-0.916290731874155
8
5.0%
-0.8047189562170501
1
0.6%
-0.6931471805599453
10
6.2%
-0.5108256237659907
14
8.8%
-0.35667494393873245
3
1.9%
-0.2231435513142097
4
2.5%
-0.17833747196936622
1
0.6%
-0.1625189294977748
1
0.6%
-0.10536051565782628
2
1.2%
0.0
55
34.4%
0.09531017980432493
3
1.9%
LARGEST VALUES

2.108649693140439
1
0.6%
1.791759469228055
1
0.6%
1.7138878521675533
1
0.6%
1.589235205116581
1
0.6%
1.308332819650179
1
0.6%
1.0986122886681098
2
1.2%
0.8958797346140275
1
0.6%
0.6931471805599453
1
0.6%
0.6418538861723947
1
0.6%
0.47000362924573563
1
0.6%
0.09531017980432493
3
1.9%
0.0
55
34.4%
-0.10536051565782628
2
1.2%
-0.1625189294977748
1
0.6%
-0.17833747196936622
1
0.6%
mg
MISSING:
4,400
(15%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

bun
0.29
k
0.23
crea
0.22
phos
0.18
ca
0.17
cai
0.16
bnd
-0.15
temp
-0.12
age
0.11
map
-0.10
urine
-0.09
hr1
-0.09
ptt
0.09
alb
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.17
sex
0.02
MOST FREQUENT VALUES

2.0
2,115
8.2%
1.9
1,831
7.1%
2.1
1,715
6.6%
1.8
1,654
6.4%
1.7
1,237
4.8%
2.2
1,231
4.7%
1.6
825
3.2%
2.3
815
3.1%
2.05
772
3.0%
1.85
710
2.7%
1.75
604
2.3%
1.95
584
2.3%
2.4
584
2.3%
1.5
533
2.1%
2.5
471
1.8%
SMALLEST VALUES

0.8
2
<0.1%
0.9
4
<0.1%
1.0
9
<0.1%
1.05
3
<0.1%
1.0666666666666667
1
<0.1%
1.1
24
<0.1%
1.1333333333333335
1
<0.1%
1.15
10
<0.1%
1.1666666666666667
2
<0.1%
1.2
78
0.3%
1.2000000000000002
4
<0.1%
1.22
1
<0.1%
1.2333333333333334
1
<0.1%
1.25
23
<0.1%
1.2666666666666666
1
<0.1%
LARGEST VALUES

4.8
2
<0.1%
4.7
2
<0.1%
4.6000000000000005
1
<0.1%
4.6
2
<0.1%
4.533333333333333
1
<0.1%
4.5
1
<0.1%
4.45
1
<0.1%
4.433333333333334
1
<0.1%
4.4
3
<0.1%
4.3999999999999995
1
<0.1%
4.3
2
<0.1%
4.2
3
<0.1%
4.1000000000000005
1
<0.1%
4.1
5
<0.1%
4.05
3
<0.1%
na
MISSING:
1,771
(6%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

cl
0.68
k
-0.17
bili_dir
-0.12
alp
-0.11
mchc
-0.10
bili
-0.10
methb
-0.09
sbp
0.09
bicar
0.09
phos
-0.09
map
0.08
pco2
0.07
ptt
-0.07
fgn
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.13
sex
0.01
MOST FREQUENT VALUES

139.0
1,955
6.8%
138.0
1,933
6.8%
140.0
1,874
6.6%
141.0
1,614
5.7%
137.0
1,610
5.6%
136.0
1,257
4.4%
142.0
1,231
4.3%
135.0
1,059
3.7%
143.0
893
3.1%
134.0
710
2.5%
139.5
641
2.2%
144.0
603
2.1%
140.5
581
2.0%
138.5
572
2.0%
137.5
544
1.9%
SMALLEST VALUES

111.0
2
<0.1%
111.5
1
<0.1%
112.2
1
<0.1%
112.33333333333333
1
<0.1%
112.6
1
<0.1%
113.0
1
<0.1%
113.4
1
<0.1%
113.6
1
<0.1%
113.85714285714286
1
<0.1%
114.0
1
<0.1%
114.2
2
<0.1%
114.42857142857143
2
<0.1%
114.75
1
<0.1%
115.2
1
<0.1%
115.4
2
<0.1%
LARGEST VALUES

165.0
3
<0.1%
163.66666666666666
1
<0.1%
163.5
1
<0.1%
163.0
1
<0.1%
162.85714285714286
1
<0.1%
162.66666666666666
1
<0.1%
162.5
3
<0.1%
162.33333333333334
1
<0.1%
162.2
1
<0.1%
162.0
1
<0.1%
161.5
4
<0.1%
161.4
1
<0.1%
161.25
1
<0.1%
161.0
4
<0.1%
160.8
1
<0.1%
neut
MISSING:
18,523
(61%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

lymph
-0.74
height
0.73
hr3
-0.64
age
0.63
hr1
-0.63
mcv
-0.58
mch
-0.56
fio2
0.54
urine
0.47
hgb
-0.46
bili_dir
0.45
bili
-0.43
po2
0.41
k
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.35
sex
0.03
MOST FREQUENT VALUES

4.430816798843313
126
1.1%
4.382026634673881
124
1.0%
4.465908118654584
119
1.0%
4.454347296253507
117
1.0%
4.418840607796598
114
1.0%
4.406719247264253
113
1.0%
4.477336814478207
108
0.9%
4.499809670330265
106
0.9%
4.48863636973214
102
0.9%
4.51085950651685
99
0.8%
4.442651256490317
99
0.8%
4.343805421853684
93
0.8%
4.356708826689592
92
0.8%
4.394449154672439
90
0.8%
4.3694478524670215
89
0.8%
SMALLEST VALUES

0.0
4
<0.1%
0.34657359027997264
1
<0.1%
0.6931471805599453
7
<0.1%
0.9985774245179969
1
<0.1%
1.0397207708399179
2
<0.1%
1.0986122886681098
5
<0.1%
1.1249524175825663
1
<0.1%
1.1945063128187032
1
<0.1%
1.354025100551105
1
<0.1%
1.3862943611198906
6
<0.1%
1.4978661367769954
1
<0.1%
1.5214493971559453
2
<0.1%
1.5890269151739727
1
<0.1%
1.5890269151739729
1
<0.1%
1.6094379124341003
14
0.1%
LARGEST VALUES

4.59511985013459
3
<0.1%
4.592585122697075
1
<0.1%
4.591071261608589
1
<0.1%
4.58700621536042
1
<0.1%
4.584967478670572
3
<0.1%
4.583946549536464
1
<0.1%
4.582924577040772
1
<0.1%
4.582413068044755
1
<0.1%
4.581901559048737
2
<0.1%
4.580877493419047
2
<0.1%
4.579852378003801
3
<0.1%
4.578826210648489
3
<0.1%
4.576770711466393
3
<0.1%
4.575741375297279
5
<0.1%
4.575222991737245
1
<0.1%
o2sat
MISSING:
3,217
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

po2
0.42
resp
-0.28
fio2
-0.19
cl
0.19
pco2
-0.18
crp
-0.16
mchc
0.14
fgn
-0.13
bicar
-0.12
weight
-0.12
ph
0.12
hr1
-0.11
hgb
-0.10
bun
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.29
sex
0.01
MOST FREQUENT VALUES

4.605170185988092
340
1.3%
4.6047332148640265
30
0.1%
4.604713352540205
30
0.1%
4.604751421994195
26
<0.1%
4.6043326580003
18
<0.1%
4.604296243739961
18
<0.1%
4.603495130012508
17
<0.1%
4.6046676691954165
15
<0.1%
4.603913894006404
15
<0.1%
4.604691598566497
15
<0.1%
4.598673390865616
14
<0.1%
4.604291807409069
14
<0.1%
4.604256519092319
13
<0.1%
4.604961330078777
13
<0.1%
4.604165152402741
12
<0.1%
SMALLEST VALUES

4.03080100368577
1
<0.1%
4.07753744390572
1
<0.1%
4.1738694813472295
1
<0.1%
4.186306144184669
1
<0.1%
4.198422346364459
1
<0.1%
4.26431983375374
1
<0.1%
4.274544613044508
1
<0.1%
4.295775355707183
1
<0.1%
4.329276245553532
1
<0.1%
4.332695126687447
1
<0.1%
4.337987019893059
1
<0.1%
4.346993272104263
1
<0.1%
4.348589344206323
1
<0.1%
4.352588430519411
1
<0.1%
4.356463283252941
1
<0.1%
LARGEST VALUES

4.605170185988092
340
1.3%
4.604961330078777
13
<0.1%
4.604952249387068
9
<0.1%
4.604942343177931
9
<0.1%
4.604931493520304
4
<0.1%
4.604919558896915
7
<0.1%
4.604906367997379
4
<0.1%
4.604891711442339
4
<0.1%
4.604875330586706
2
<0.1%
4.60485690212412
1
<0.1%
4.60481214728641
2
<0.1%
4.6047846058478195
1
<0.1%
4.604752474169463
1
<0.1%
4.604751421994195
26
<0.1%
4.6047332148640265
30
0.1%
pco2
MISSING:
9,622
(32%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

bicar
0.67
be
0.51
ph
-0.32
bili_dir
-0.31
cl
-0.29
lact
-0.26
mchc
-0.24
weight
0.18
po2
-0.18
o2sat
-0.18
cai
0.18
ca
0.16
k
0.15
bnd
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

sex
0.03
inf_replaced
0.01
MOST FREQUENT VALUES

3.6375861597263857
231
1.1%
3.6888794541139363
212
1.0%
3.7376696182833684
208
1.0%
3.5553480614894135
207
1.0%
3.713572066704308
200
1.0%
3.6635616461296463
197
1.0%
3.58351893845611
193
0.9%
3.6109179126442243
191
0.9%
3.5263605246161616
173
0.8%
3.7612001156935624
167
0.8%
3.784189633918261
167
0.8%
3.4657359027997265
148
0.7%
3.8066624897703196
139
0.7%
3.4965075614664802
139
0.7%
3.8501476017100584
139
0.7%
SMALLEST VALUES

2.302585092994046
1
<0.1%
2.4175734163421043
1
<0.1%
2.5053176470481278
1
<0.1%
2.6876392038420827
1
<0.1%
2.6990813507588767
1
<0.1%
2.70805020110221
1
<0.1%
2.7162931163129556
1
<0.1%
2.7521306036421445
1
<0.1%
2.772588722239781
5
<0.1%
2.7865500462944985
1
<0.1%
2.827995905409926
1
<0.1%
2.8314802400679726
1
<0.1%
2.8324032452074017
1
<0.1%
2.833213344056216
1
<0.1%
2.8538961437675963
1
<0.1%
LARGEST VALUES

4.856076860309398
1
<0.1%
4.84845619098739
1
<0.1%
4.7999057951649995
1
<0.1%
4.789324062031999
1
<0.1%
4.7535901911063645
1
<0.1%
4.748427888094769
1
<0.1%
4.727387818712341
1
<0.1%
4.713531677743735
1
<0.1%
4.709530201312334
1
<0.1%
4.6913478822291435
1
<0.1%
4.663092111036223
1
<0.1%
4.662766978643723
1
<0.1%
4.643974675651583
1
<0.1%
4.636681059196169
1
<0.1%
4.634062404091284
1
<0.1%
ph
MISSING:
9,008
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

be
0.62
bicar
0.35
pco2
-0.32
k
-0.29
crea
-0.24
phos
-0.24
urine
0.22
ca
0.21
bili_dir
0.20
mchc
0.20
cl
-0.20
height
0.20
bun
-0.19
sbp
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

sex
0.03
inf_replaced
0.01
MOST FREQUENT VALUES

2.004179057179289
271
1.3%
2.0014800002101243
263
1.2%
1.9974177062012453
246
1.2%
2.0001277349601105
246
1.2%
1.998773638612381
244
1.1%
2.005525858729668
236
1.1%
2.0028304393079956
231
1.1%
2.0068708488450007
214
1.0%
1.9960599327407849
214
1.0%
1.9947003132247452
212
1.0%
2.0082140323914683
195
0.9%
1.9933388426264242
177
0.8%
2.0095554142156695
161
0.8%
1.9919755158985601
140
0.7%
1.9892432737616872
138
0.6%
SMALLEST VALUES

1.9358598132018119
1
<0.1%
1.9401794743463283
1
<0.1%
1.943956336639805
1
<0.1%
1.944406287497446
1
<0.1%
1.9459101490553132
1
<0.1%
1.9480285505446735
1
<0.1%
1.9485370266705033
1
<0.1%
1.9501867058225735
4
<0.1%
1.9506543977257182
1
<0.1%
1.9515209012491663
1
<0.1%
1.951608170169951
1
<0.1%
1.9521062916680845
1
<0.1%
1.9544756420981693
1
<0.1%
1.9547189206413704
1
<0.1%
1.9549250071696462
1
<0.1%
LARGEST VALUES

2.0320878452963655
1
<0.1%
2.031720042057155
1
<0.1%
2.0314303875260116
1
<0.1%
2.030776369698555
2
<0.1%
2.029938666669927
1
<0.1%
2.0294631718735947
1
<0.1%
2.0268315914075385
2
<0.1%
2.0255131996542803
1
<0.1%
2.025505648433666
1
<0.1%
2.0248410147506797
1
<0.1%
2.0246139890727197
1
<0.1%
2.0241930674493576
3
<0.1%
2.0241852146560753
1
<0.1%
2.0241791068426984
1
<0.1%
2.024149548684848
1
<0.1%
phos
MISSING:
6,695
(22%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

crea
0.49
bun
0.46
k
0.39
ph
-0.24
cl
-0.20
temp
-0.19
mg
0.18
urine
-0.18
be
-0.15
ca
0.13
mchc
-0.13
hgb
-0.11
inr_pt
0.10
alp
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.05
sex
0.00
MOST FREQUENT VALUES

1.1939224684724346
457
1.9%
1.2237754316221157
435
1.8%
1.252762968495368
426
1.8%
1.2809338454620642
416
1.8%
1.1631508098056809
401
1.7%
1.0986122886681098
383
1.6%
1.1314021114911006
382
1.6%
1.308332819650179
378
1.6%
1.0296194171811581
349
1.5%
1.3609765531356006
341
1.4%
1.0647107369924282
338
1.4%
1.33500106673234
336
1.4%
1.3862943611198906
316
1.3%
0.9932517730102834
299
1.3%
0.9162907318741551
288
1.2%
SMALLEST VALUES

-0.9324253621585479
1
<0.1%
-0.7811356958381003
1
<0.1%
-0.761595884488445
1
<0.1%
-0.6786458424025957
1
<0.1%
-0.6323733282952938
1
<0.1%
-0.5108256237659907
1
<0.1%
-0.44186967148020995
1
<0.1%
-0.35667494393873245
2
<0.1%
-0.3077510038512547
1
<0.1%
-0.2899092476264711
1
<0.1%
-0.2820994533513734
1
<0.1%
-0.23295041823453091
1
<0.1%
-0.2310177297982794
1
<0.1%
-0.22444818442125525
1
<0.1%
-0.2231435513142097
3
<0.1%
LARGEST VALUES

3.246490991901174
1
<0.1%
2.7593067527240485
1
<0.1%
2.7243160636034522
1
<0.1%
2.635164665003934
1
<0.1%
2.5989721962006245
1
<0.1%
2.5877640352277083
1
<0.1%
2.569426295948505
1
<0.1%
2.5416019934645457
1
<0.1%
2.5415709924415015
1
<0.1%
2.53961882315139
1
<0.1%
2.5363882468456587
1
<0.1%
2.5242805959760224
1
<0.1%
2.5214866749660176
1
<0.1%
2.520990914382734
1
<0.1%
2.5055176070587915
1
<0.1%
plt
MISSING:
759
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

bili_dir
-0.52
wbc
0.38
fgn
0.25
bili
-0.24
mchc
-0.24
lact
-0.22
ast
-0.21
height
-0.20
bnd
-0.18
alt
-0.16
hgb
0.15
fio2
-0.13
pco2
0.13
cl
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.05
sex
0.03
MOST FREQUENT VALUES

5.420534999272286
70
0.2%
5.5134287461649825
66
0.2%
5.209486152841421
63
0.2%
5.231108616854587
61
0.2%
5.493061443340548
61
0.2%
5.54907608489522
59
0.2%
5.337538079701318
59
0.2%
5.3230099791384085
59
0.2%
5.429345628954441
58
0.2%
5.37989735354046
58
0.2%
5.181783550292085
58
0.2%
5.303304908059076
58
0.2%
5.501258210544727
57
0.2%
5.267858159063328
57
0.2%
5.537334267018537
55
0.2%
SMALLEST VALUES

1.9608539812535644
1
<0.1%
1.9874493040404633
1
<0.1%
1.9959018274998355
1
<0.1%
2.044140934770736
1
<0.1%
2.0794415416798357
1
<0.1%
2.1312903402663537
1
<0.1%
2.1677788184221236
1
<0.1%
2.19233888531384
1
<0.1%
2.2085114102919494
1
<0.1%
2.229240037035599
1
<0.1%
2.2467992051654933
1
<0.1%
2.253857589601352
1
<0.1%
2.2801821764295624
1
<0.1%
2.3052411495437712
1
<0.1%
2.350618540985298
1
<0.1%
LARGEST VALUES

7.0770609667834155
1
<0.1%
6.991081242424881
1
<0.1%
6.975413927455952
1
<0.1%
6.965953736163534
1
<0.1%
6.964135612418245
1
<0.1%
6.954638864880987
1
<0.1%
6.935945445700191
1
<0.1%
6.92680811330475
1
<0.1%
6.926648131446778
1
<0.1%
6.912209380916641
1
<0.1%
6.893631153287842
1
<0.1%
6.868949072365698
1
<0.1%
6.868590690678739
1
<0.1%
6.837390949234328
1
<0.1%
6.834582998809868
1
<0.1%
po2
MISSING:
10,076
(33%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

height
0.49
bili_dir
0.47
o2sat
0.42
neut
0.41
hr1
-0.36
mcv
-0.33
lymph
-0.32
hr3
-0.31
fio2
0.31
resp
-0.31
age
0.28
fgn
-0.26
mchc
0.24
crp
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

sex
0.03
inf_replaced
0.03
MOST FREQUENT VALUES

3.784189633918261
67
0.3%
4.290459441148391
64
0.3%
3.713572066704308
64
0.3%
4.204692619390966
52
0.3%
3.8501476017100584
50
0.2%
4.0943445622221
49
0.2%
4.454347296253507
48
0.2%
3.7376696182833684
48
0.2%
3.6888794541139363
47
0.2%
3.7612001156935624
46
0.2%
4.2626798770413155
45
0.2%
3.828641396489095
45
0.2%
4.23410650459726
43
0.2%
4.31748811353631
43
0.2%
4.465908118654584
43
0.2%
SMALLEST VALUES

3.6888794541139363
47
0.2%
3.7012257604091223
7
<0.1%
3.7053411958408504
1
<0.1%
3.7131327726564356
1
<0.1%
3.7132745361986523
3
<0.1%
3.713373713033871
2
<0.1%
3.713572066704308
64
0.3%
3.721217212170602
1
<0.1%
3.7214062302268913
1
<0.1%
3.7250397849037493
4
<0.1%
3.7256208424938384
3
<0.1%
3.7256934272366524
1
<0.1%
3.7288803849121686
2
<0.1%
3.7365345440160986
2
<0.1%
3.7373860911989354
3
<0.1%
LARGEST VALUES

6.3835066348840055
1
<0.1%
6.3473892096560105
1
<0.1%
6.338594078203183
1
<0.1%
6.326149473155099
1
<0.1%
6.309918278226516
1
<0.1%
6.300785794663244
1
<0.1%
6.295266001439646
1
<0.1%
6.293419278846481
1
<0.1%
6.285420375653117
1
<0.1%
6.282266746896006
1
<0.1%
6.280395838960195
1
<0.1%
6.278521424165844
1
<0.1%
6.274762021241939
2
<0.1%
6.269096283706261
1
<0.1%
6.26530121273771
1
<0.1%
ptt
MISSING:
7,142
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

inr_pt
0.39
ckmb
0.25
fgn
-0.23
tnt
0.22
sbp
-0.21
lact
0.20
ast
0.19
bili
0.16
map
-0.16
be
-0.15
crea
0.15
alb
-0.14
bicar
-0.13
dbp
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.12
sex
0.04
MOST FREQUENT VALUES

3.288401887516811
91
0.4%
3.2809112157876537
82
0.4%
3.3214324131932926
79
0.3%
3.3141860046725258
78
0.3%
3.3463891451671604
77
0.3%
5.0106352940962555
77
0.3%
3.3357695763397
76
0.3%
3.374168709274236
76
0.3%
3.3178157727231046
74
0.3%
3.2846635654062037
74
0.3%
3.295836866004329
73
0.3%
3.292126286607793
73
0.3%
3.2733640101522705
73
0.3%
3.299533727885655
71
0.3%
3.3068867021909143
70
0.3%
SMALLEST VALUES

2.766319109226186
1
<0.1%
2.8273136219290276
1
<0.1%
2.8390784635086144
1
<0.1%
2.8622008809294686
1
<0.1%
2.8735646395797834
1
<0.1%
2.8903717578961645
1
<0.1%
2.89591193827178
2
<0.1%
2.9069010598473755
1
<0.1%
2.91235066461494
1
<0.1%
2.9150606983496097
1
<0.1%
2.9176392319593267
1
<0.1%
2.917770732084279
2
<0.1%
2.928523523860541
2
<0.1%
2.935565693824048
1
<0.1%
2.9391619220655967
3
<0.1%
LARGEST VALUES

5.0106352940962555
77
0.3%
5.009968405108552
1
<0.1%
5.00930107108312
1
<0.1%
5.007965065540377
1
<0.1%
5.006283073781182
1
<0.1%
4.997120957902296
1
<0.1%
4.995405690353902
1
<0.1%
4.993684518258415
1
<0.1%
4.9849755473156785
1
<0.1%
4.983231175848758
1
<0.1%
4.98292145552874
1
<0.1%
4.9788005705762375
1
<0.1%
4.977209140602335
1
<0.1%
4.972194771928277
1
<0.1%
4.969668602714913
1
<0.1%
resp
MISSING:
3,225
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

crp
0.39
hr1
0.31
po2
-0.31
o2sat
-0.28
fgn
0.25
hr3
0.17
mchc
-0.14
fio2
0.13
cai
-0.10
alp
0.10
temp
0.09
bun
0.09
bnd
0.09
alb
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.20
sex
0.01
MOST FREQUENT VALUES

18.0
95
0.4%
19.0
86
0.3%
16.0
83
0.3%
17.0
73
0.3%
17.5
69
0.3%
20.0
64
0.2%
20.5
60
0.2%
16.5
59
0.2%
18.5
59
0.2%
15.0
58
0.2%
19.5
53
0.2%
21.0
53
0.2%
14.0
51
0.2%
14.5
51
0.2%
15.5
51
0.2%
SMALLEST VALUES

3.5
2
<0.1%
3.9166666666666665
1
<0.1%
6.068181818181818
1
<0.1%
6.4375
1
<0.1%
6.934782608695652
1
<0.1%
7.2272727272727275
1
<0.1%
7.5
1
<0.1%
7.956521739130435
1
<0.1%
8.0
1
<0.1%
8.15625
1
<0.1%
8.210526315789474
1
<0.1%
8.23913043478261
1
<0.1%
8.318181818181818
1
<0.1%
8.375
1
<0.1%
8.476190476190476
1
<0.1%
LARGEST VALUES

42.958333333333336
1
<0.1%
42.9375
1
<0.1%
42.476190476190474
1
<0.1%
42.0
1
<0.1%
41.325
1
<0.1%
40.95454545454545
1
<0.1%
40.6875
1
<0.1%
40.5625
1
<0.1%
40.52173913043478
1
<0.1%
40.26086956521739
1
<0.1%
40.166666666666664
1
<0.1%
39.43478260869565
1
<0.1%
39.333333333333336
1
<0.1%
39.22727272727273
1
<0.1%
38.97826086956522
1
<0.1%
sbp
MISSING:
3,231
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

map
0.77
dbp
0.51
crp
-0.26
alb
0.25
ptt
-0.21
inr_pt
-0.20
ca
0.19
ph
0.19
ckmb
-0.19
be
0.17
bnd
-0.16
tnt
-0.15
urine
0.13
hgb
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.29
sex
0.00
MOST FREQUENT VALUES

117.0
30
0.1%
108.5
26
<0.1%
110.0
25
<0.1%
119.0
24
<0.1%
107.0
23
<0.1%
114.5
23
<0.1%
111.5
23
<0.1%
115.0
22
<0.1%
119.5
21
<0.1%
112.0
20
<0.1%
109.0
19
<0.1%
101.0
19
<0.1%
113.5
19
<0.1%
109.5
18
<0.1%
104.5
18
<0.1%
SMALLEST VALUES

22.041666666666668
1
<0.1%
57.895833333333336
1
<0.1%
61.55
1
<0.1%
64.3913043478261
1
<0.1%
65.72727272727273
1
<0.1%
70.19047619047619
1
<0.1%
70.3695652173913
1
<0.1%
70.95833333333333
1
<0.1%
71.06521739130434
1
<0.1%
71.47826086956522
1
<0.1%
71.79545454545455
1
<0.1%
71.94736842105263
1
<0.1%
72.5
1
<0.1%
72.9047619047619
1
<0.1%
73.18181818181819
1
<0.1%
LARGEST VALUES

199.4318181818182
1
<0.1%
198.47619047619048
1
<0.1%
196.875
1
<0.1%
192.175
1
<0.1%
191.6086956521739
1
<0.1%
191.3
1
<0.1%
191.0
1
<0.1%
190.84782608695653
1
<0.1%
190.04166666666666
1
<0.1%
188.84782608695653
1
<0.1%
186.91304347826087
1
<0.1%
186.3409090909091
1
<0.1%
186.1086956521739
1
<0.1%
185.19565217391303
1
<0.1%
184.95652173913044
2
<0.1%
temp
MISSING:
3,752
(12%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

hr1
0.27
bun
-0.22
age
-0.20
phos
-0.19
crp
0.18
methb
0.17
ck
0.16
ph
0.14
crea
-0.13
mchc
0.12
hr3
0.12
mg
-0.12
fgn
0.11
alp
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.26
sex
0.00
MOST FREQUENT VALUES

36.77777777777778
60
0.2%
37.0
57
0.2%
36.5
54
0.2%
36.666666666666664
50
0.2%
36.72222222222222
48
0.2%
36.94444444444444
48
0.2%
36.55555555555556
44
0.2%
36.27777777777778
44
0.2%
36.44444444444444
41
0.2%
36.22222222222222
40
0.2%
36.61111111111111
39
0.1%
37.05555555555556
39
0.1%
36.833333333333336
38
0.1%
37.22222222222222
37
0.1%
36.0
37
0.1%
SMALLEST VALUES

32.2
1
<0.1%
32.28181818181818
1
<0.1%
32.35
1
<0.1%
32.611111111111114
1
<0.1%
32.77777777777778
1
<0.1%
32.88333333333333
1
<0.1%
32.916666666666664
1
<0.1%
32.94444444444444
1
<0.1%
33.1416643778483
1
<0.1%
33.15
1
<0.1%
33.16666652538158
1
<0.1%
33.18181818181818
1
<0.1%
33.25
2
<0.1%
33.294736842105266
1
<0.1%
33.3
1
<0.1%
LARGEST VALUES

40.12380952380953
1
<0.1%
39.898144580699785
1
<0.1%
39.80741393477828
1
<0.1%
39.72777837340595
1
<0.1%
39.724074074074075
1
<0.1%
39.61905231173076
1
<0.1%
39.61543209876543
1
<0.1%
39.603180294945126
1
<0.1%
39.51666359371609
1
<0.1%
39.45333333333333
1
<0.1%
39.451388888888886
1
<0.1%
39.3888884252972
1
<0.1%
39.349196267506436
1
<0.1%
39.32626258002387
1
<0.1%
39.31944444444444
1
<0.1%
tnt
MISSING:
23,662
(78%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ckmb
0.66
ck
0.39
ast
0.30
bili_dir
-0.26
ptt
0.22
alt
0.16
sbp
-0.15
alb
0.14
lact
0.13
glu
0.13
crea
0.13
fio2
0.12
pco2
-0.12
hgb
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.03
sex
0.01
MOST FREQUENT VALUES

-3.912023005428146
439
6.6%
-4.605170185988091
325
4.9%
-3.506557897319982
297
4.5%
-3.2188758248682006
222
3.3%
-2.995732273553991
168
2.5%
-2.8134107167600364
129
1.9%
-2.5257286443082556
100
1.5%
-2.659260036932778
98
1.5%
-3.7092904513740637
91
1.4%
-4.258596595708118
79
1.2%
-2.4079456086518722
76
1.1%
-3.362716861094091
75
1.1%
-2.3025850929940455
59
0.9%
-2.2072749131897207
53
0.8%
-2.120263536200091
53
0.8%
SMALLEST VALUES

-4.605170185988091
325
4.9%
-4.374121125801443
6
<0.1%
-4.258596595708118
79
1.2%
-4.238966089765388
1
<0.1%
-4.143072065614795
17
0.3%
-4.085309800568132
1
<0.1%
-4.055864041654036
19
0.3%
-4.007917029578739
10
0.1%
-3.9839435235410914
1
<0.1%
-3.95653346963632
1
<0.1%
-3.912023005428146
439
6.6%
-3.9120230054281455
10
0.1%
-3.88257724651405
2
<0.1%
-3.872761993542685
4
<0.1%
-3.8376418216567423
1
<0.1%
LARGEST VALUES

3.215269329274089
1
<0.1%
3.2097366022476983
1
<0.1%
3.186352633162641
1
<0.1%
3.1647426135644197
1
<0.1%
3.1359289040472746
1
<0.1%
3.133317936506554
1
<0.1%
3.126760535960395
1
<0.1%
3.099190981922221
1
<0.1%
3.0802659941117607
1
<0.1%
3.0699116717282426
1
<0.1%
3.06287663893978
1
<0.1%
3.0577011245569765
1
<0.1%
3.0545171133361197
1
<0.1%
3.036874101758846
1
<0.1%
3.020600940808775
1
<0.1%
urine
MISSING:
4,374
(14%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

height
0.66
bili_dir
0.48
neut
0.47
mcv
-0.44
hr3
-0.44
lymph
-0.43
hr1
-0.42
bili
-0.39
fio2
0.38
mch
-0.36
age
0.30
k
-0.27
bnd
0.26
dbp
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.51
sex
0.05
MOST FREQUENT VALUES

5.703782474656201
24
<0.1%
5.298317366548036
23
<0.1%
4.605170185988092
20
<0.1%
2.302585092994046
16
<0.1%
3.912023005428146
14
<0.1%
2.70805020110221
14
<0.1%
5.521460917862246
11
<0.1%
5.991464547107982
11
<0.1%
1.6094379124341003
10
<0.1%
5.857933154483459
9
<0.1%
3.4011973816621555
9
<0.1%
6.214608098422191
9
<0.1%
5.847623510882091
9
<0.1%
2.995732273553991
8
<0.1%
5.0106352940962555
8
<0.1%
SMALLEST VALUES

0.0
1
<0.1%
0.23104906018664842
1
<0.1%
0.5198603854199589
1
<0.1%
0.5493061443340548
1
<0.1%
0.6931471805599453
3
<0.1%
0.8283022165960001
2
<0.1%
0.8553332238032111
1
<0.1%
0.8617473325063587
1
<0.1%
0.8664339756999316
2
<0.1%
0.9026834003674034
1
<0.1%
0.9516656224425799
1
<0.1%
1.0148408125744743
2
<0.1%
1.0397207708399179
1
<0.1%
1.0986122886681098
6
<0.1%
1.1222336486395599
1
<0.1%
LARGEST VALUES

7.5443321080536885
1
<0.1%
7.438383530044307
1
<0.1%
7.369884729743803
1
<0.1%
7.365180126021013
1
<0.1%
7.3395376954076745
1
<0.1%
7.201648611433196
1
<0.1%
7.170119543449628
1
<0.1%
6.99793758254883
1
<0.1%
6.979805450969016
1
<0.1%
6.9776362501697164
1
<0.1%
6.965390700160196
1
<0.1%
6.963541166810689
1
<0.1%
6.918652916038951
1
<0.1%
6.917753603453589
1
<0.1%
6.907755278982137
5
<0.1%
wbc
MISSING:
790
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

plt
0.38
lymph
-0.31
neut
0.21
crp
0.13
ckmb
0.13
urine
-0.10
hgb
0.10
glu
0.09
methb
0.09
dbp
-0.09
tnt
0.09
mchc
-0.08
be
-0.08
bicar
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.04
sex
0.01
MOST FREQUENT VALUES

2.302585092994046
130
0.4%
2.1972245773362196
126
0.4%
2.0794415416798357
126
0.4%
2.3608540011180215
124
0.4%
2.2823823856765264
124
0.4%
2.2082744135228043
121
0.4%
2.128231705849268
118
0.4%
2.2512917986064953
118
0.4%
2.0014800002101243
117
0.4%
2.2617630984737906
116
0.4%
2.151762203259462
114
0.4%
2.028148247292285
113
0.4%
2.2407096892759584
113
0.4%
2.272125885509337
113
0.4%
2.2300144001592104
111
0.4%
SMALLEST VALUES

-2.3025850929940455
38
0.1%
-2.129298297854059
1
<0.1%
-2.0715360328073973
1
<0.1%
-1.956011502714073
1
<0.1%
-1.9560115027140728
4
<0.1%
-1.8404869726207487
2
<0.1%
-1.6094379124341003
9
<0.1%
-1.5701769005486392
1
<0.1%
-1.4742828763980456
2
<0.1%
-1.4067053583800182
7
<0.1%
-1.3783888522474517
2
<0.1%
-1.3391278403619908
2
<0.1%
-1.3142566084721847
1
<0.1%
-1.3040076684760484
1
<0.1%
-1.2877442804195713
1
<0.1%
LARGEST VALUES

6.092892339738095
1
<0.1%
5.871756319390344
1
<0.1%
5.469948362109777
1
<0.1%
5.367802964065168
1
<0.1%
5.320802975549753
1
<0.1%
5.127529045567755
1
<0.1%
5.122863213131696
1
<0.1%
5.019830874674016
1
<0.1%
5.017164368842161
1
<0.1%
4.975095709521474
1
<0.1%
4.946979146509991
1
<0.1%
4.929471506914293
1
<0.1%
4.854002813064935
1
<0.1%
4.79081953287472
1
<0.1%
4.773379475381617
1
<0.1%
age
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

height
0.80
hr1
-0.68
hr3
-0.66
lymph
-0.66
neut
0.63
bili_dir
0.62
mcv
-0.49
mch
-0.48
bili
-0.46
hgb
-0.45
fio2
0.42
bnd
0.38
dbp
-0.36
crp
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.22
sex
0.04
MOST FREQUENT VALUES

90.0
1,327
4.4%
0.002397260273972603
164
0.5%
0.0017123287671232876
160
0.5%
0.002054794520547945
153
0.5%
0.0018264840182648401
152
0.5%
0.002511415525114155
150
0.5%
0.00228310502283105
150
0.5%
0.0012557077625570776
150
0.5%
0.0013698630136986301
143
0.5%
0.001141552511415525
142
0.5%
0.0021689497716894978
139
0.5%
0.0014840182648401825
138
0.5%
0.0026255707762557075
131
0.4%
0.0019406392694063925
124
0.4%
0.00011415525114155251
124
0.4%
SMALLEST VALUES

0.0
73
0.2%
0.00011415525114155251
124
0.4%
0.00022831050228310502
80
0.3%
0.00034246575342465754
69
0.2%
0.00045662100456621003
64
0.2%
0.0005707762557077625
87
0.3%
0.0006849315068493151
72
0.2%
0.0007990867579908675
76
0.3%
0.0009132420091324201
93
0.3%
0.0010273972602739725
119
0.4%
0.001141552511415525
142
0.5%
0.0012557077625570776
150
0.5%
0.0013698630136986301
143
0.5%
0.0014840182648401825
138
0.5%
0.001598173515981735
120
0.4%
LARGEST VALUES

90.0
1,327
4.4%
89.05627853881278
1
<0.1%
89.05171232876712
1
<0.1%
89.04383561643836
1
<0.1%
89.04292237442921
1
<0.1%
89.03961187214611
1
<0.1%
89.0329908675799
1
<0.1%
89.03219178082192
1
<0.1%
89.02945205479452
1
<0.1%
89.025
1
<0.1%
89.01974885844749
1
<0.1%
89.01906392694063
1
<0.1%
89.01894977168949
1
<0.1%
89.01552511415524
1
<0.1%
89.01004566210045
1
<0.1%
sex
MISSING:
---
TOP CATEGORIES

hr3
(avg)
0
16,880
56%
90.7
1
13,455
44%
91.7
ALL
30,335
100%
91.1
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sex
PROVIDES INFORMATION ON...

inf_replaced
0.00

THESE FEATURES
GIVE INFORMATION
ON sex:

inf_replaced
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
CORRELATION RATIO WITH...

crea
0.15
weight
0.14
height
0.10
bun
0.06
dbp
0.06
bili
0.05
urine
0.05
mchc
0.05
k
0.04
mch
0.04
cai
0.04
ptt
0.04
hgb
0.04
inr_pt
0.04
height
MISSING:
12,120
(40%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

age
0.80
hr3
-0.80
hr1
-0.78
lymph
-0.76
mcv
-0.73
bili_dir
0.73
neut
0.73
mch
-0.67
urine
0.66
fio2
0.58
hgb
-0.58
bili
-0.54
po2
0.49
bnd
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

sex
0.10
inf_replaced
0.06
MOST FREQUENT VALUES

177.8
1,454
8.0%
172.72
1,331
7.3%
167.64000000000001
1,222
6.7%
162.56
1,165
6.4%
170.18
1,164
6.4%
182.88
1,145
6.3%
165.1
1,115
6.1%
157.48
1,009
5.5%
175.26
987
5.4%
160.02
819
4.5%
180.34
805
4.4%
152.4
712
3.9%
154.94
512
2.8%
185.42000000000002
353
1.9%
187.96
274
1.5%
SMALLEST VALUES

12.7
3
<0.1%
12.953999757766724
1
<0.1%
12.979400339126586
3
<0.1%
13.716000242233276
1
<0.1%
13.97
2
<0.1%
14.223999757766723
2
<0.1%
14.478000000000002
1
<0.1%
14.732000484466553
2
<0.1%
15.24
1
<0.1%
15.748000000000001
1
<0.1%
17.78
2
<0.1%
18.110200881958008
1
<0.1%
19.684999465942383
1
<0.1%
27.368499603271484
1
<0.1%
31.178500289916993
1
<0.1%
LARGEST VALUES

213.36
1
<0.1%
210.82
1
<0.1%
209.042
1
<0.1%
208.28
1
<0.1%
205.74
1
<0.1%
203.2
5
<0.1%
200.66
5
<0.1%
199.39000000000001
1
<0.1%
198.12
23
0.1%
195.58
29
0.2%
194.31
5
<0.1%
193.04
91
0.5%
191.77
1
<0.1%
190.5
99
0.5%
187.96
274
1.5%
weight
MISSING:
6,750
(22%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

height
0.34
age
-0.19
pco2
0.18
crea
0.13
po2
-0.12
o2sat
-0.12
bili_dir
0.12
glu
0.12
k
0.11
ck
0.10
phos
0.09
ph
-0.09
bicar
0.09
cl
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

inf_replaced
0.16
sex
0.14
MOST FREQUENT VALUES

70.0
564
2.4%
80.0
486
2.1%
75.0
381
1.6%
90.0
371
1.6%
60.0
352
1.5%
100.0
282
1.2%
65.0
278
1.2%
85.0
231
1.0%
68.0
219
0.9%
72.0
197
0.8%
73.0
195
0.8%
50.0
184
0.8%
82.0
174
0.7%
77.0
173
0.7%
84.0
170
0.7%
SMALLEST VALUES

1.0
2
<0.1%
6.0
1
<0.1%
20.0
1
<0.1%
25.5
1
<0.1%
26.0
1
<0.1%
26.4
1
<0.1%
26.6
1
<0.1%
27.3
1
<0.1%
27.7
1
<0.1%
28.5
1
<0.1%
28.6
1
<0.1%
29.6
2
<0.1%
30.0
2
<0.1%
30.1
1
<0.1%
30.299999237060547
1
<0.1%
LARGEST VALUES

472.0
1
<0.1%
296.8
1
<0.1%
295.0
1
<0.1%
275.0
1
<0.1%
273.70001220703125
1
<0.1%
265.0
1
<0.1%
264.8
1
<0.1%
262.0
1
<0.1%
257.6000061035156
1
<0.1%
253.0
1
<0.1%
250.3
1
<0.1%
248.0
1
<0.1%
245.0
1
<0.1%
242.6999969482422
2
<0.1%
242.0
1
<0.1%
inf_replaced
MISSING:
---
TOP CATEGORIES

hr3
(avg)
0
23,910
79%
88
1
6,425
21%
102
ALL
30,335
100%
91
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
inf_replaced
PROVIDES INFORMATION ON...

sex
0.00

THESE FEATURES
GIVE INFORMATION
ON inf_replaced:

sex
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
CORRELATION RATIO WITH...

urine
0.51
lymph
0.38
neut
0.35
o2sat
0.29
sbp
0.29
map
0.29
dbp
0.28
glu
0.26
temp
0.26
hr3
0.24
hr1
0.24
age
0.22
resp
0.20
bicar
0.18